{"meta":{"query_hash":"a83f9ad46431","filters":{"venue":"International Oil Spill Conference Proceedings"},"cohort_total":186,"direct_labels_cover":0,"predictions_cover":186,"exported":186,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/a83f9ad46431","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Oil+Spill+Conference+Proceedings"},"results":[{"id":"W1964215273","doi":"10.7901/2169-3358-2005-1-1073","title":"EQUIPMENT RESOURCE INVENTORY FOR OIL SPILL RESPONSES","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Burnaby Hospital","funders":"","keywords":"Listing (finance); Cataloging; Resource (disambiguation); Computer science; Contingency plan; Plan (archaeology); Boom; Process (computing); Operations research; Database; Engineering; World Wide Web; Computer security; Business; Operating system; Geography","score_opus":0.026547684662589003,"score_gpt":0.26719643075305033,"score_spread":0.24064874609046133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964215273","genre_codex":"other","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026518673,0.0049989903,0.020935008,0.0011424815,0.00086914084,0.0021412054,0.36944574,0.012318725,0.56162995],"genre_scores_gemma":[0.12253884,0.0074756606,0.035006624,0.0004754045,0.0003086445,0.0015412355,0.47819147,0.0020131571,0.352449],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997827,0.00029516767,0.00021982158,0.00025641723,0.0011524551,0.00024909287],"domain_scores_gemma":[0.9924892,0.00075030944,0.0004962091,0.0007134957,0.005117839,0.00043299567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013601863,0.0010236922,0.0006792442,0.010007507,0.0012956421,0.002783223,0.0018934357,0.00044807358,0.183261],"category_scores_gemma":[0.0044170506,0.00062563847,0.0004070047,0.009495355,0.00019302039,0.0022221475,0.0012750286,0.0008170907,0.09556455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031548485,0.00027932666,0.010522448,0.0010464126,0.000034491084,0.00020163025,0.00019809426,0.0035040574,0.0023776854,0.0044680736,0.3704423,0.60661006],"study_design_scores_gemma":[0.000021198362,0.000118169126,0.013244567,0.00032603714,0.000027448155,0.00015036226,0.00034462503,0.0013242792,0.001904089,0.0005895747,0.98191273,0.000037041107],"about_ca_topic_score_codex":0.025634114,"about_ca_topic_score_gemma":0.017566232,"teacher_disagreement_score":0.183261,"about_ca_system_score_codex":0.0023085559,"about_ca_system_score_gemma":0.006450366,"threshold_uncertainty_score":0.6130692},"labels":[],"label_agreement":null},{"id":"W1965181675","doi":"10.7901/2169-3358-2005-1-819","title":"APPLIED USE OF HIGH RESOLUTION IMAGERY FOR HUMAN SAFETY AND ENVIRONMENT IN SOUTH SUMATRA, INDONESIA","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Remote sensing; Vegetation (pathology); Environmental science; Synthetic aperture radar; Pixel; Geology; Computer science","score_opus":0.02518732848925045,"score_gpt":0.21632383634898297,"score_spread":0.19113650785973252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965181675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98404974,0.00030318953,0.0030661677,0.00025943614,0.00003277215,0.00007820136,0.0024023883,0.00016357347,0.009644634],"genre_scores_gemma":[0.99378175,0.00014311205,0.0042828987,0.000029863926,0.0000072821485,0.000020170728,0.0007493924,0.0000140444745,0.0009715747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998627,0.00003805894,0.000008987732,0.000038560484,0.000032811924,0.000019026847],"domain_scores_gemma":[0.99980706,0.000048974445,0.000027062022,0.00002581476,0.000062610845,0.000028506125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029416097,0.00026004208,0.00012668279,0.0012196096,0.00020946866,0.0005161896,0.00020809112,0.00016463836,0.0015194858],"category_scores_gemma":[0.00046636458,0.000133638,0.00016910814,0.001031792,0.00020274111,0.0002838571,0.00024263341,0.00017197446,0.0003450829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008610129,0.00071295677,0.49689057,0.000733731,0.000261203,0.0032830338,0.0025906444,0.038336083,0.050406553,0.0007686323,0.0056711403,0.39948454],"study_design_scores_gemma":[0.0000338423,0.0000899183,0.9398176,0.00004792255,0.00009194809,0.00044692442,0.0028701108,0.046586763,0.00612356,0.00033282946,0.0035291302,0.00002953901],"about_ca_topic_score_codex":0.026198668,"about_ca_topic_score_gemma":0.032256387,"teacher_disagreement_score":0.026198668,"about_ca_system_score_codex":0.00037090902,"about_ca_system_score_gemma":0.00033757061,"threshold_uncertainty_score":0.052092314},"labels":[],"label_agreement":null},{"id":"W1965916866","doi":"10.7901/2169-3358-2008-1-285","title":"SOURCE IDENTIFICATION OF SPILLED DIESEL USING DIAGNOSTIC SESQUITERPANES AND DIAMONDOIDS","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Diamondoid; Oil spill; Sample (material); Fuel oil; Environmental science; Identification (biology); Chromatography; Chemistry; Engineering; Waste management; Environmental engineering","score_opus":0.019009094889202573,"score_gpt":0.2373509987658594,"score_spread":0.21834190387665683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965916866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99070615,0.00041098488,0.0075261523,0.000022656634,0.000012381444,0.00002862456,0.00031196268,0.000051958486,0.0009291435],"genre_scores_gemma":[0.9885484,0.00027898033,0.01012705,0.0000144031865,0.0000023235923,0.000012552935,0.000203698,0.000010484769,0.00080216787],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996922,0.000029789484,0.000021258746,0.00008712894,0.00013800684,0.000031688338],"domain_scores_gemma":[0.9995455,0.00009339409,0.00013578952,0.000032293992,0.00015213116,0.000040796578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003712106,0.0003036544,0.0002144442,0.0019588703,0.00019365747,0.00031532507,0.00026566914,0.00027202698,0.0009727585],"category_scores_gemma":[0.0008164856,0.00013294657,0.00016069377,0.00061047566,0.00025467016,0.00028163532,0.0004555959,0.00022085196,0.00023409765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046926463,0.00004334051,0.040800694,0.00013502543,0.00003777383,0.00047657173,0.00022339771,0.0004790698,0.92836255,0.0001529569,0.00006300771,0.028756304],"study_design_scores_gemma":[0.000014228223,0.00048325874,0.09708737,0.00003000045,0.00006995246,0.0012605326,0.00055671786,0.004300183,0.89362794,0.00028641202,0.0022489647,0.000034371064],"about_ca_topic_score_codex":0.0021044442,"about_ca_topic_score_gemma":0.00362958,"teacher_disagreement_score":0.0021044442,"about_ca_system_score_codex":0.00027299818,"about_ca_system_score_gemma":0.00029976747,"threshold_uncertainty_score":0.004184425},"labels":[],"label_agreement":null},{"id":"W1971156378","doi":"10.7901/2169-3358-2008-1-57","title":"CANADA-UNITED STATES-DIXON ENTRANCE (CANUSDIX) EXERCISE A MODEL OF INTERNATIONAL COOPERATION FOR PLANNING AND PREPAREDNESS","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Burnaby Hospital","funders":"","keywords":"Preparedness; Software deployment; Business; Operations management; Operations research; Management; Engineering; Economics","score_opus":0.022677737302859442,"score_gpt":0.23400683555257928,"score_spread":0.21132909824971985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971156378","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09676537,0.00021422673,0.014019532,0.013710617,0.0002870361,0.0011314495,0.0006088277,0.00038899123,0.872874],"genre_scores_gemma":[0.80609,0.00023760111,0.030850055,0.0018033409,0.000025301659,0.00080553535,0.0006070656,0.00006123881,0.15951982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776125,0.000745904,0.000038640585,0.0002545594,0.0005073243,0.0006923536],"domain_scores_gemma":[0.99704593,0.00030155905,0.000079404126,0.00019446474,0.0007324521,0.0016462108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027443655,0.00050652586,0.00018419791,0.0010319429,0.007101948,0.005372308,0.0018339299,0.0014747847,0.01642089],"category_scores_gemma":[0.0024626649,0.00021616882,0.0002794823,0.0014949811,0.005020288,0.0015805486,0.0055767405,0.0015653484,0.000898357],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033084452,0.0009550852,0.023261383,0.00014538819,0.000040769424,0.0011865371,0.016871573,0.027461288,0.001167244,0.6931299,0.12502892,0.110421084],"study_design_scores_gemma":[0.00024204169,0.00056414155,0.031395998,0.0004182532,0.000034175515,0.00022776105,0.040689997,0.025847442,0.00068985595,0.0501634,0.8495962,0.000130753],"about_ca_topic_score_codex":0.8281276,"about_ca_topic_score_gemma":0.9298763,"teacher_disagreement_score":0.17187238,"about_ca_system_score_codex":0.033945024,"about_ca_system_score_gemma":0.10151958,"threshold_uncertainty_score":0.3457691},"labels":[],"label_agreement":null},{"id":"W1972823904","doi":"10.7901/2169-3358-2001-1-303","title":"Restoration of an Oil-Contaminated St. Lawrence River Shoreline: Bioremediation and Phytoremediation","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Bioremediation; Phytoremediation; Environmental chemistry; Biodegradation; Scirpus; Phragmites; Nitrate; Hopanoids; Nutrient; Environmental science; Chemistry; Biostimulation; Contamination; Wetland; Ecology; Geology; Heavy metals; Biology","score_opus":0.014989923836052094,"score_gpt":0.23934783181707184,"score_spread":0.22435790798101973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972823904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992932,0.000058958514,0.00030237687,0.00001910275,0.0000028972943,0.00002114534,0.00004078375,0.000012393489,0.00024907044],"genre_scores_gemma":[0.9963276,0.00012391078,0.0018416701,0.000031154625,0.0000022394117,0.00002156362,0.00012715955,0.0000050027897,0.0015196982],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99986506,0.000018920098,0.000009325023,0.000031861495,0.000048643902,0.000026217627],"domain_scores_gemma":[0.9998154,0.000016299602,0.000056347995,0.000011811408,0.00006210611,0.000038057653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015335125,0.00031170127,0.0002846555,0.00018989133,0.00042251515,0.00045145693,0.0003260178,0.00024246598,0.0006459693],"category_scores_gemma":[0.00013830604,0.000102797494,0.00022291887,0.00016200749,0.0002662247,0.00015067053,0.00025016267,0.0002794317,0.00014836888],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016008063,0.00008137604,0.0038714195,0.00007420991,0.000008177471,0.000056484252,0.00004723326,0.00014591416,0.9923608,0.000011964497,0.00002147674,0.00316093],"study_design_scores_gemma":[0.000028859016,0.004729759,0.13878353,0.000020956613,0.00005189568,0.00021031887,0.0005486229,0.001554252,0.85052085,0.000025105548,0.0035099324,0.00001589275],"about_ca_topic_score_codex":0.017990172,"about_ca_topic_score_gemma":0.062488038,"teacher_disagreement_score":0.9820098,"about_ca_system_score_codex":0.00087879034,"about_ca_system_score_gemma":0.0009516503,"threshold_uncertainty_score":0.035770893},"labels":[],"label_agreement":null},{"id":"W1975128251","doi":"10.7901/2169-3358-2008-1-929","title":"AQUEOUS SOLUBILITY, DISPERSIBILITY AND TOXICITY OF BIODIESELS","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Biodiesel; Daphnia magna; Petroleum; Diesel fuel; Acute toxicity; Environmental chemistry; Environmental science; Chemistry; Petroleum product; Biofuel; Pulp and paper industry; Waste management; Toxicity; Organic chemistry","score_opus":0.02978869961108702,"score_gpt":0.23305166688388534,"score_spread":0.20326296727279833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975128251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99616784,0.001381877,0.00069261645,0.000025047939,0.000008090497,0.00001978983,0.00038100794,0.000012630521,0.0013110677],"genre_scores_gemma":[0.99603987,0.00074650487,0.00052991183,0.000011721109,0.000004424308,0.0000146798775,0.00056217663,0.000006472246,0.0020842457],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99984646,0.000021136317,0.000019370227,0.000025928239,0.00006472457,0.000022333086],"domain_scores_gemma":[0.9996295,0.000111357826,0.000098855344,0.0000116487445,0.00011511907,0.000033506512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019772837,0.00030622235,0.00008682964,0.0004583861,0.000133671,0.00025693342,0.00013358079,0.00018290592,0.0010530881],"category_scores_gemma":[0.00039916363,0.00011692124,0.00014933916,0.0002939008,0.00015457533,0.00028205666,0.00021121428,0.00025836728,0.00022279669],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023995446,0.00003488829,0.0032180839,0.000078052246,0.000017232029,0.00007257218,0.000060037146,0.0005551126,0.99280834,0.0000780224,0.000033324657,0.0028043557],"study_design_scores_gemma":[0.00000887656,0.00086932577,0.010054773,0.000014861443,0.000017455053,0.00011215668,0.00009746879,0.0011033623,0.98678327,0.00007731408,0.0008537123,0.0000075204885],"about_ca_topic_score_codex":0.0020710703,"about_ca_topic_score_gemma":0.0016354503,"teacher_disagreement_score":0.0020710703,"about_ca_system_score_codex":0.00023484073,"about_ca_system_score_gemma":0.00021126625,"threshold_uncertainty_score":0.0041180253},"labels":[],"label_agreement":null},{"id":"W1975355720","doi":"10.7901/2169-3358-2001-1-263","title":"Oil Spill Risks from Nontank Vessels1","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contingency plan; Oil spill; Petroleum; Port (circuit theory); Emergency response; Environmental science; Bay; Fuel oil; Engineering; Environmental planning; Environmental protection; Waste management; Civil engineering; Computer science; Computer security","score_opus":0.1424776659716986,"score_gpt":0.3831789785606688,"score_spread":0.24070131258897018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975355720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82386863,0.003139875,0.0034963225,0.005198951,0.00030796567,0.00013514167,0.00085832283,0.00014780709,0.16284692],"genre_scores_gemma":[0.97970873,0.0019835655,0.0006911604,0.00029343742,0.000065178065,0.000014428392,0.0005031474,0.000025697118,0.016714707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979291,0.0003842165,0.000072933486,0.00012225387,0.001201997,0.00028955063],"domain_scores_gemma":[0.9951881,0.00084126374,0.0016915927,0.00030902206,0.0015003842,0.00046951754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010646543,0.00038197497,0.00020871208,0.0014412297,0.0014035773,0.0020193127,0.0004503671,0.0007423133,0.012911865],"category_scores_gemma":[0.0035371182,0.0001501479,0.00040574433,0.0010828065,0.0006594493,0.0009996844,0.0014686546,0.00094286026,0.0013387379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014276464,0.00083921157,0.67474335,0.0005936274,0.00029228657,0.008512286,0.0021630684,0.01621952,0.008223705,0.009456891,0.031208875,0.24631952],"study_design_scores_gemma":[0.00010118886,0.0028995434,0.76674396,0.00078591536,0.00023889476,0.008609078,0.017014634,0.012464285,0.013993511,0.01358808,0.16334662,0.00021428402],"about_ca_topic_score_codex":0.029708698,"about_ca_topic_score_gemma":0.06389645,"teacher_disagreement_score":0.029708698,"about_ca_system_score_codex":0.0024872287,"about_ca_system_score_gemma":0.0029178038,"threshold_uncertainty_score":0.05907154},"labels":[],"label_agreement":null},{"id":"W1976212290","doi":"10.7901/2169-3358-2011-1-125","title":"Modelling and Mapping the Probability of Occurrence of Operational Oil Discharges from Marine Vessels in Canada's Pacific Region","year":2011,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Operability; Environmental science; Oil spill; Meteorology; Pacific ocean; Geography; Oceanography; Computer science; Environmental protection; Geology","score_opus":0.04596068894167601,"score_gpt":0.20600498568415082,"score_spread":0.1600442967424748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976212290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99124604,0.0000730595,0.00586088,0.00027515786,0.0000069426546,0.000038200516,0.0011688216,0.00009381437,0.0012370861],"genre_scores_gemma":[0.99593264,0.00010063488,0.002073973,0.000011305628,0.0000039461293,0.000014850965,0.0008911676,0.000010072297,0.0009614496],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999671,0.000036220248,0.000016918842,0.00010034666,0.00005431178,0.000121255965],"domain_scores_gemma":[0.998701,0.0006842484,0.00020590839,0.00005177289,0.00022077477,0.0001362518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007554686,0.0006480054,0.0003899273,0.0013298899,0.0007074906,0.0017531911,0.0013945691,0.0011223038,0.0011339518],"category_scores_gemma":[0.0027364658,0.00070829986,0.0008336286,0.0014831284,0.00078317075,0.0007160733,0.000587445,0.0008594336,0.00016087959],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006297453,0.000039540173,0.058696784,0.000017323346,0.0000458378,0.00009916906,0.000068122936,0.93684345,0.0003516348,0.0007700771,0.00034191099,0.0026632247],"study_design_scores_gemma":[0.0000061512847,0.00001139369,0.015054059,0.000004274733,0.0000120832865,0.000017384225,0.00009263009,0.9842367,0.00014315314,0.0002690546,0.00014171343,0.000011405562],"about_ca_topic_score_codex":0.90228105,"about_ca_topic_score_gemma":0.790239,"teacher_disagreement_score":0.097718954,"about_ca_system_score_codex":0.005560828,"about_ca_system_score_gemma":0.0068444614,"threshold_uncertainty_score":0.19658881},"labels":[],"label_agreement":null},{"id":"W1977349946","doi":"10.7901/2169-3358-2008-1-627","title":"EFFECTS OF CHEMICAL DISPERSANT ON OIL SEDIMENTATION DUE TO OIL-SPM FLOCCULATION: EXPERIMENTS WITH THE NIST STANDARD REFERENCE MATERIAL 1941?","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Coastal Response Research Center, University of New Hampshire","keywords":"Dispersant; Sedimentation; Flocculation; Sediment; Oil droplet; Asphaltene; Environmental chemistry; Oil sands; Petroleum; Particulates; Chemistry; Environmental science; Mineralogy; Chemical engineering; Materials science; Environmental engineering; Geology; Asphalt; Dispersion (optics); Organic chemistry; Composite material; Emulsion","score_opus":0.012774499897835634,"score_gpt":0.24077507103038184,"score_spread":0.2280005711325462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977349946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782157,0.00028351563,0.0011235484,0.000028279315,0.000017730934,0.000060824408,0.00011782352,0.000021484857,0.0005252889],"genre_scores_gemma":[0.99248564,0.0005298501,0.0055460096,0.000040011906,0.00001126116,0.000053566873,0.00018400054,0.000018235382,0.0011314808],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902844,0.0002954994,0.00012821733,0.00014244177,0.000342396,0.000062919054],"domain_scores_gemma":[0.99889356,0.0003529905,0.00023870016,0.00008019723,0.00037207693,0.00006245755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010380103,0.00034538787,0.00023919536,0.00035047118,0.00046482476,0.00023053068,0.00033019835,0.00044195887,0.0007077141],"category_scores_gemma":[0.0015188776,0.00020572907,0.00031259612,0.00041435444,0.00025889796,0.00021491786,0.00029795163,0.00036752314,0.00016311547],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040373372,0.00019265256,0.0014762186,0.00008349867,0.000019708908,0.000043236327,0.00010977337,0.00037400352,0.9942531,0.000043718785,0.000056920187,0.0029434857],"study_design_scores_gemma":[0.000015446032,0.0014193204,0.00255021,0.0000048847473,0.000017175562,0.000024056046,0.000032545282,0.0008056552,0.9947819,0.000008306145,0.00033464225,0.0000058926357],"about_ca_topic_score_codex":0.0062722173,"about_ca_topic_score_gemma":0.008929785,"teacher_disagreement_score":0.0062722173,"about_ca_system_score_codex":0.00051131466,"about_ca_system_score_gemma":0.00052228104,"threshold_uncertainty_score":0.012471437},"labels":[],"label_agreement":null},{"id":"W1977637023","doi":"10.7901/2169-3358-2014-1-285471.1","title":"A Review of Natural Dispersion Models","year":2014,"lang":"en","type":"review","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury Alberta","funders":"","keywords":"Dispersion (optics); Water column; Racing slick; Column (typography); Mechanics; Flume; Turbulence; Mathematical model; Oil droplet; Environmental science; Petroleum engineering; Geology; Meteorology; Mathematics; Engineering; Physics; Flow (mathematics); Statistics; Oil spill; Oceanography; Geometry; Optics","score_opus":0.03171036002858007,"score_gpt":0.29818052013806773,"score_spread":0.26647016010948765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977637023","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056879125,0.6602098,0.18407115,0.00687462,0.005124379,0.00025321412,0.004343545,0.0020977308,0.1313377],"genre_scores_gemma":[0.06767035,0.77124834,0.08275774,0.002939399,0.0033775717,0.00045681634,0.008922183,0.0010897394,0.06153786],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990282,0.0001501622,0.00010847263,0.00016066234,0.00048679335,0.00006575327],"domain_scores_gemma":[0.9986059,0.0005902074,0.00011369837,0.00010673193,0.0005389666,0.0000446375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013935746,0.0018307964,0.0014430756,0.0029906684,0.00095247355,0.0022942983,0.004182995,0.002225043,0.013644765],"category_scores_gemma":[0.0034589332,0.00075382716,0.00182963,0.0044298223,0.0007988772,0.005127627,0.0013374386,0.0017222449,0.008742144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009521621,0.00013691912,0.0026244535,0.0073564895,0.00016246605,0.00049668003,0.00032069618,0.07771452,0.0010475866,0.15066367,0.16812299,0.59125835],"study_design_scores_gemma":[0.000010070038,0.000056552075,0.00080158724,0.0017240501,0.0000723976,0.00045172783,0.00012297418,0.039302234,0.00063663814,0.051684972,0.9050504,0.000086400694],"about_ca_topic_score_codex":0.012253354,"about_ca_topic_score_gemma":0.0056216917,"teacher_disagreement_score":0.013644765,"about_ca_system_score_codex":0.0021433125,"about_ca_system_score_gemma":0.0026495103,"threshold_uncertainty_score":0.04564625},"labels":[],"label_agreement":null},{"id":"W1977875086","doi":"10.7901/2169-3358-2001-2-845","title":"PRELIMINARY FINDINGS OF OIL-SOLIDS INTERACTION IN EIGHT ALASKAN RIVERS","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Suspended solids; Total dissolved solids; Total suspended solids; Volatile suspended solids; Environmental science; Volume (thermodynamics); STREAMS; Deposition (geology); Hydrology (agriculture); Scavenging; Geology; Mineralogy; Chemistry; Environmental engineering; Sediment; Geotechnical engineering; Geomorphology","score_opus":0.014785011712030772,"score_gpt":0.24665483888231474,"score_spread":0.23186982717028395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977875086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99927133,0.000028602772,0.00013249987,0.0000037341547,0.0000010260467,0.0000073298156,0.000048132013,0.0000033680594,0.00050404266],"genre_scores_gemma":[0.99808264,0.000064875516,0.0010060631,0.00001303926,0.000002902225,0.000015900447,0.00020103471,0.000003177055,0.0006104726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994905,0.00009773218,0.000057512167,0.00014192174,0.00015048837,0.00006174699],"domain_scores_gemma":[0.99935025,0.00018567189,0.00012615764,0.000024659854,0.00025730266,0.000055927627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650465,0.00027184913,0.00034966288,0.0009766746,0.0015360021,0.0008131759,0.00027933472,0.00047004572,0.0006697311],"category_scores_gemma":[0.0008023787,0.00028211903,0.0002866895,0.00093890517,0.0005007087,0.0003004473,0.00055388146,0.0002827198,0.0001277023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044296833,0.00019754248,0.8597472,0.00013286846,0.000080332815,0.00088864577,0.006832455,0.0006058882,0.12107978,0.00011895291,0.00005152442,0.009821794],"study_design_scores_gemma":[0.000008080014,0.00037957513,0.96755177,0.000017257249,0.000103176615,0.00029874285,0.007304055,0.0009014793,0.022207383,0.00010953073,0.0010985398,0.000020466303],"about_ca_topic_score_codex":0.023519358,"about_ca_topic_score_gemma":0.055229872,"teacher_disagreement_score":0.023519358,"about_ca_system_score_codex":0.00066924805,"about_ca_system_score_gemma":0.00047420658,"threshold_uncertainty_score":0.04676491},"labels":[],"label_agreement":null},{"id":"W1978309192","doi":"10.7901/2169-3358-2014-1-285469.1","title":"New Models for Water-in-Oil Emulsion Formation","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury Alberta","funders":"","keywords":"Asphaltene; Emulsion; Viscosity; Empirical modelling; Stability (learning theory); Materials science; Water cut; Thermodynamics; Petroleum engineering; Chemical engineering; Computer science; Chemistry; Organic chemistry; Geology; Physics; Simulation; Composite material; Engineering; Machine learning","score_opus":0.021677571374947725,"score_gpt":0.2536757495163803,"score_spread":0.23199817814143256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978309192","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02617862,0.006310221,0.939816,0.0012020238,0.0005244817,0.00013293946,0.00088676997,0.00064628763,0.024302632],"genre_scores_gemma":[0.66404575,0.01310014,0.20344165,0.0007289662,0.0008355328,0.0010036677,0.0021897035,0.00068508845,0.11396938],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997181,0.00007382566,0.000020647825,0.00006873969,0.000085764565,0.000032891767],"domain_scores_gemma":[0.99938,0.0002968829,0.00010901274,0.000033823046,0.00014516061,0.000035170837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007173516,0.0011381562,0.0011308533,0.0011551556,0.00048893207,0.001341036,0.002131787,0.0020172296,0.0045215585],"category_scores_gemma":[0.0021748543,0.00065860956,0.0015751537,0.00080114487,0.0007635371,0.0022777673,0.001141271,0.002269093,0.0014883187],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027384218,0.000038472954,0.00053143996,0.00013660599,0.000044914672,0.00010640437,0.00007740492,0.9330044,0.0018539606,0.05150758,0.0020266497,0.010644817],"study_design_scores_gemma":[0.000002925491,0.0000069935813,0.000064691194,0.000007969763,0.0000070899614,0.000019166848,0.0000055774713,0.98929274,0.00015473831,0.008245551,0.0021862292,0.000006264022],"about_ca_topic_score_codex":0.0070387395,"about_ca_topic_score_gemma":0.0053468333,"teacher_disagreement_score":0.0070387395,"about_ca_system_score_codex":0.0013425862,"about_ca_system_score_gemma":0.0008127519,"threshold_uncertainty_score":0.015126109},"labels":[],"label_agreement":null},{"id":"W1981333950","doi":"10.7901/2169-3358-2014.1.1239","title":"Oil Behaviour in Ice-Infested Waters","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sea ice; Arctic ice pack; Drift ice; Snow; Melt pond; Geology; Environmental science; Lead (geology); Sea ice growth processes; Oceanography; Geomorphology","score_opus":0.013009613491531976,"score_gpt":0.22537206926549908,"score_spread":0.2123624557739671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981333950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97034013,0.024978371,0.0011316788,0.00003561126,0.000009290195,0.000020259246,0.00034981995,0.000016011427,0.003118781],"genre_scores_gemma":[0.95816106,0.038426016,0.0015208992,0.000031389798,0.000007473021,0.000013977735,0.0005131012,0.000009721064,0.0013165337],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99983776,0.000024889016,0.000017631965,0.00002273201,0.00008024019,0.000016759841],"domain_scores_gemma":[0.999741,0.00006112657,0.00010107694,0.000006101704,0.00007722547,0.000013424421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018720406,0.00017394772,0.00030014155,0.0008470854,0.00011871312,0.0003811827,0.00018626696,0.00014737132,0.0006173824],"category_scores_gemma":[0.00039214082,0.00007577754,0.0001325405,0.00080094824,0.00020317941,0.00034147064,0.00026936588,0.000089071415,0.0002849944],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015786662,0.000116683055,0.16178802,0.0070240092,0.00029198194,0.00259721,0.0017511884,0.01229348,0.6228667,0.000836814,0.0005472295,0.18830809],"study_design_scores_gemma":[0.000026017755,0.0026801953,0.43885556,0.0013647801,0.0003919988,0.0044211606,0.005459712,0.00975587,0.47893795,0.0015320136,0.056478415,0.000096315605],"about_ca_topic_score_codex":0.003082536,"about_ca_topic_score_gemma":0.0029298367,"teacher_disagreement_score":0.003082536,"about_ca_system_score_codex":0.0002903136,"about_ca_system_score_gemma":0.00027447377,"threshold_uncertainty_score":0.006129205},"labels":[],"label_agreement":null},{"id":"W1983392575","doi":"10.7901/2169-3358-2003-1-761","title":"An Update on Techniques and Technologies which are Available for Responders in Response to Potential Spills of Emulsified Fuel (Orimulsion®)","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil spill; Environmental science; Waste management; Emergency response; Shore; Engineering; Environmental protection; Oceanography","score_opus":0.014817100663260563,"score_gpt":0.26011089501208884,"score_spread":0.24529379434882828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983392575","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018671057,0.9833451,0.0016318432,0.0027885493,0.0025052167,0.00006771896,0.000284371,0.00011743232,0.0073926356],"genre_scores_gemma":[0.0035985145,0.98171645,0.004870227,0.002152694,0.0010743907,0.00007476485,0.000532855,0.00003443234,0.005945663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986278,0.00023110054,0.0003201132,0.00011121452,0.000625477,0.00008436615],"domain_scores_gemma":[0.99583614,0.0016617253,0.0006606005,0.000097166034,0.0015594871,0.00018473619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021633066,0.00087178464,0.0011121463,0.0037318286,0.0005294169,0.0019381174,0.0013034634,0.0021424866,0.0058604693],"category_scores_gemma":[0.0037733533,0.0005199636,0.0009911353,0.0027404844,0.0005307852,0.0032045587,0.0005798971,0.002531629,0.0042048367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017204182,0.000217739,0.00049114873,0.011917887,0.000043282897,0.00035477945,0.00015317075,0.000214585,0.007787408,0.001339927,0.04948431,0.92782366],"study_design_scores_gemma":[0.000008413707,0.0002937357,0.00090853916,0.0023849537,0.00006908651,0.0012571496,0.00010891038,0.000056217363,0.0021152997,0.00025279715,0.99251854,0.000026434021],"about_ca_topic_score_codex":0.002008052,"about_ca_topic_score_gemma":0.004857964,"teacher_disagreement_score":0.0058604693,"about_ca_system_score_codex":0.00073385914,"about_ca_system_score_gemma":0.001408289,"threshold_uncertainty_score":0.019605279},"labels":[],"label_agreement":null},{"id":"W1983398766","doi":"10.7901/2169-3358-2003-1-887","title":"Fostering a Grassroots Approach to Oil Spill and Emergency Response Planning in the Yukon River Watershed's Native Villages","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Watershed; Emergency response; Environmental planning; Geography; Environmental resource management; Business; Political science; Environmental science; Computer science","score_opus":0.03523331688123357,"score_gpt":0.2723094705063087,"score_spread":0.23707615362507514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983398766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90799934,0.00012934435,0.022453316,0.0060430034,0.00005168465,0.00080946606,0.0000388937,0.00020294108,0.06227204],"genre_scores_gemma":[0.98006904,0.00006888409,0.013553034,0.00019122867,0.000004912116,0.0001324019,0.000022579728,0.000009764978,0.0059482576],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9989575,0.00050949224,0.000021851334,0.000106682186,0.00013400585,0.00027056245],"domain_scores_gemma":[0.9984712,0.0002854099,0.000089397436,0.00011051117,0.00025770915,0.00078581145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014107554,0.00013587868,0.000077692275,0.0004042691,0.0037792928,0.0020250443,0.00083906815,0.0004039251,0.0042330627],"category_scores_gemma":[0.0019784633,0.00016520686,0.000105949206,0.00026940595,0.0017434874,0.0009950764,0.0036656896,0.00058861525,0.00026332494],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002392122,0.0022560088,0.1055247,0.00061865116,0.00010412832,0.0070839203,0.14169754,0.0375344,0.036751807,0.072074756,0.03878795,0.557327],"study_design_scores_gemma":[0.00036271775,0.0018409571,0.145438,0.0003356501,0.000082531034,0.0013062111,0.37086472,0.04443504,0.008064118,0.03248818,0.39463675,0.00014509173],"about_ca_topic_score_codex":0.04171004,"about_ca_topic_score_gemma":0.16983885,"teacher_disagreement_score":0.04171004,"about_ca_system_score_codex":0.004781073,"about_ca_system_score_gemma":0.014003832,"threshold_uncertainty_score":0.08293456},"labels":[],"label_agreement":null},{"id":"W1984126404","doi":"10.7901/2169-3358-2014.1.417","title":"Action, not Alarm: Preparing for Oil Sands Response at the Local Level","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Oil sands; Variety (cybernetics); ALARM; Action (physics); Action plan; Oil spill; Plan (archaeology); Emergency response; Environmental science; Environmental planning; Asphalt; Computer science; Risk analysis (engineering); Business; Engineering; Environmental protection; Geology; Political science; Geography","score_opus":0.040277916018865954,"score_gpt":0.2806478114853836,"score_spread":0.24036989546651763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984126404","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10150419,0.004072971,0.056239415,0.16170983,0.003103039,0.0024074318,0.0013356891,0.003780926,0.6658465],"genre_scores_gemma":[0.7463427,0.0057507157,0.07907368,0.01808819,0.00039277654,0.00044146017,0.0008499039,0.00025545526,0.14880502],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975038,0.00045779956,0.000059452883,0.00015791615,0.000876237,0.00094479084],"domain_scores_gemma":[0.99709904,0.00019055362,0.00016725804,0.00007228773,0.0011320462,0.0013388909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002034787,0.00079216954,0.00022841431,0.0011325221,0.008643965,0.004768626,0.0018426469,0.0020904378,0.018212836],"category_scores_gemma":[0.0028858713,0.00025177997,0.00034544052,0.0007223265,0.0025549643,0.0016001482,0.003775141,0.001865221,0.0030202083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027959855,0.000524696,0.032057565,0.001717974,0.00007876466,0.0023479816,0.012258276,0.009618657,0.019450976,0.034477964,0.45936498,0.42782265],"study_design_scores_gemma":[0.000046547484,0.0003777921,0.042063832,0.0009625782,0.000103449114,0.0006229006,0.06356844,0.0042584627,0.009104799,0.009524673,0.8690952,0.0002713536],"about_ca_topic_score_codex":0.6600862,"about_ca_topic_score_gemma":0.87552774,"teacher_disagreement_score":0.3399138,"about_ca_system_score_codex":0.020852532,"about_ca_system_score_gemma":0.059811775,"threshold_uncertainty_score":0.6838312},"labels":[],"label_agreement":null},{"id":"W1984171392","doi":"10.7901/2169-3358-2003-1-963","title":"Characteristics of Oil Droplets Stabilized by Mineral Particles: The Effect of Salinity","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Dalhousie University","funders":"","keywords":"Salinity; Oil droplet; Seawater; Chemistry; Mineral oil; Temperature salinity diagrams; Geology; Emulsion","score_opus":0.012852567739595724,"score_gpt":0.2614344235496006,"score_spread":0.2485818558100049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984171392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998026,0.00022468841,0.0012816935,0.0000136090075,0.000008051881,0.00001534793,0.00011090746,0.00001609849,0.0003036577],"genre_scores_gemma":[0.99850816,0.00011200027,0.0010504304,0.000014515746,0.000002893158,0.000011901595,0.00008705504,0.000008146869,0.00020491649],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971324,0.00004734029,0.000030904226,0.00005776346,0.00011900712,0.000031669944],"domain_scores_gemma":[0.999273,0.00022750492,0.00018034883,0.000046087847,0.00018951729,0.000083528845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029277097,0.00022549652,0.0002289245,0.00022830284,0.00013130871,0.00033788534,0.00016466348,0.00019475778,0.00031615375],"category_scores_gemma":[0.00096240966,0.0001312803,0.00025458957,0.00013062287,0.00024331846,0.0002408134,0.00026173602,0.0002794253,0.00010581936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055694665,0.000006495659,0.0018689096,0.000016062306,0.00000546593,0.00002064568,0.00002602323,0.000062112216,0.99739563,0.000007722501,0.000004069844,0.0005311552],"study_design_scores_gemma":[0.0000044823432,0.0002479099,0.022813952,0.0000030224696,0.000013921564,0.00007353867,0.000079378944,0.0011066637,0.97542024,0.000019969713,0.00020803741,0.00000879668],"about_ca_topic_score_codex":0.0016976051,"about_ca_topic_score_gemma":0.0012784268,"teacher_disagreement_score":0.0016976051,"about_ca_system_score_codex":0.00021065256,"about_ca_system_score_gemma":0.00015293522,"threshold_uncertainty_score":0.003375411},"labels":[],"label_agreement":null},{"id":"W1984692048","doi":"10.7901/2169-3358-2008-1-597","title":"DEVELOPING GUIDELINES FOR JOINT TRANS-BOUNDARY RESOURCE AGENCY INPUT TO DISPERSANT USE, IN-SITUBURNING, AND PLACES OF REFUGE DECISION-MAKING: THE CANADA/UNITED States Dixon Entrance Example","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Resource (disambiguation); Stakeholder; Environmental planning; Agency (philosophy); Contingency plan; Geography; Jurisdiction; Political science; Environmental resource management; Operations research; Environmental protection; Engineering; Management; Law; Environmental science; Sociology; Computer science","score_opus":0.06440162243064328,"score_gpt":0.2880399429916826,"score_spread":0.22363832056103933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984692048","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06164754,0.005037677,0.3289231,0.14226258,0.002342952,0.031693123,0.002840524,0.0032378866,0.42201465],"genre_scores_gemma":[0.11771237,0.0028495693,0.82268566,0.007129486,0.00015553633,0.0063198037,0.0020065636,0.00043120192,0.04070983],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.91135937,0.04075723,0.009798558,0.0025939872,0.02538507,0.010105761],"domain_scores_gemma":[0.8073803,0.048486028,0.0056672967,0.007968207,0.11902833,0.011469721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11066994,0.0016628664,0.0013136375,0.0077587184,0.016074063,0.018476177,0.008028987,0.008847104,0.007023984],"category_scores_gemma":[0.09577027,0.0017546879,0.0014265819,0.006978881,0.007881369,0.006975806,0.010998903,0.008759603,0.0027935703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011537004,0.001501261,0.014058472,0.0015178621,0.000067535584,0.003408609,0.07766808,0.019539276,0.004647004,0.204218,0.33649716,0.3367613],"study_design_scores_gemma":[0.00016338874,0.0002363471,0.008505279,0.0037155203,0.00005617559,0.0004230692,0.10392066,0.010711546,0.003931903,0.04463038,0.8232833,0.00042242417],"about_ca_topic_score_codex":0.6571991,"about_ca_topic_score_gemma":0.8127061,"teacher_disagreement_score":0.34280092,"about_ca_system_score_codex":0.049608555,"about_ca_system_score_gemma":0.24045719,"threshold_uncertainty_score":0.68963945},"labels":[],"label_agreement":null},{"id":"W1986803238","doi":"10.7901/2169-3358-2014.1.1596","title":"Understanding the Keys to Effective Information Management and Situation Display During a Pollution Response","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Situation awareness; Process (computing); Situational ethics; Government (linguistics); Work (physics); Quality (philosophy); Oil spill; Pollution; Computer science; Business; Process management; Environmental science; Psychology; Engineering; Environmental protection","score_opus":0.012874988264903279,"score_gpt":0.22060704805875142,"score_spread":0.20773205979384815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986803238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.408434,0.00316675,0.23089516,0.13540411,0.0005557902,0.001358376,0.00032010872,0.0017850178,0.21808064],"genre_scores_gemma":[0.9405721,0.0011613687,0.053418428,0.0010099013,0.000057245587,0.00015061778,0.00009289705,0.000082408405,0.003455002],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9878479,0.0066069397,0.0006871863,0.00088287145,0.002478167,0.0014969432],"domain_scores_gemma":[0.9736569,0.013837396,0.0035788165,0.0020076137,0.004487956,0.0024313484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013738063,0.0006275229,0.00042131054,0.002321523,0.0054867603,0.016176192,0.0015711541,0.0033340806,0.005062166],"category_scores_gemma":[0.035971306,0.0006733737,0.00034662237,0.0014444147,0.006463747,0.015416777,0.0077437814,0.0045129494,0.0015724428],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002268669,0.0009702043,0.055800915,0.0016571052,0.00011068906,0.001651706,0.34203255,0.0050750813,0.018587582,0.09911339,0.032507714,0.4422662],"study_design_scores_gemma":[0.000049406444,0.0004436611,0.053565636,0.0028602725,0.00012812307,0.0014478454,0.51480865,0.017981758,0.013108019,0.13640025,0.258896,0.00031030574],"about_ca_topic_score_codex":0.0076426156,"about_ca_topic_score_gemma":0.0054687946,"teacher_disagreement_score":0.016176192,"about_ca_system_score_codex":0.0031712444,"about_ca_system_score_gemma":0.009949745,"threshold_uncertainty_score":0.072654724},"labels":[],"label_agreement":null},{"id":"W1988750910","doi":"10.7901/2169-3358-2014.1.2242","title":"The Application of RADARSAT-2 Quad-Polarized Data for Oil Slick Characterization","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Polarimetry; Remote sensing; Scattering; Entropy (arrow of time); Environmental science; Radar; Backscatter (email); Racing slick; Meteorology; Geology; Synthetic aperture radar; Geography; Physics; Optics; Computer science","score_opus":0.01947516002039061,"score_gpt":0.25920585714927036,"score_spread":0.23973069712887973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988750910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817376,0.000101811725,0.015452804,0.000056876936,0.000013161495,0.000026940503,0.0012242256,0.00011449401,0.0012722013],"genre_scores_gemma":[0.98411155,0.00009500786,0.014495965,0.000015300988,0.000007162154,0.000010238638,0.0010007798,0.000010363389,0.0002536521],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999132,0.000013119958,0.000004145358,0.000022970225,0.000027698161,0.00001884951],"domain_scores_gemma":[0.9998165,0.000030760977,0.000038454265,0.000019809157,0.00008236501,0.00001217063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023326304,0.00028170864,0.00012734212,0.0010773189,0.00015587635,0.0003968779,0.00013254721,0.00016658637,0.00045847372],"category_scores_gemma":[0.0004401562,0.00008631376,0.00017696267,0.0006939605,0.00010214856,0.0002227965,0.00025050205,0.00014362246,0.0001398482],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054291927,0.0002006964,0.28169066,0.00019882337,0.00021099391,0.00050608313,0.00032981337,0.10275868,0.37648478,0.00070177467,0.0018709612,0.23450385],"study_design_scores_gemma":[0.00002138482,0.00009792576,0.4390717,0.000027856746,0.00007975099,0.00015384593,0.00041705955,0.48630366,0.07036789,0.00038850654,0.0030368348,0.00003347697],"about_ca_topic_score_codex":0.010498043,"about_ca_topic_score_gemma":0.010067807,"teacher_disagreement_score":0.010498043,"about_ca_system_score_codex":0.00018609886,"about_ca_system_score_gemma":0.00027113134,"threshold_uncertainty_score":0.020873904},"labels":[],"label_agreement":null},{"id":"W1989607575","doi":"10.7901/2169-3358-2008-1-19","title":"REVIEW OF BRAZILIAN REGULATION FOR FACILITY OIL SPILL RESPONSE PLANNING","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Workgroup; Christian ministry; Agency (philosophy); Environmental planning; Process (computing); Environmental resource management; Environmental science; Business; Environmental protection; Computer science; Political science; Sociology; Law","score_opus":0.034810907471954165,"score_gpt":0.28337997455111513,"score_spread":0.24856906707916096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989607575","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026430234,0.30941823,0.018804701,0.13356917,0.013015202,0.0015669292,0.0051283343,0.0009145554,0.4911527],"genre_scores_gemma":[0.45901278,0.26559734,0.039497625,0.110074036,0.0052341744,0.0029281,0.0067213736,0.0011409299,0.109793656],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.94769216,0.010572566,0.0059175845,0.0035991932,0.028937478,0.0032811447],"domain_scores_gemma":[0.9024846,0.029754678,0.006899556,0.006023194,0.053259727,0.0015782581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.041292585,0.001047942,0.0011834403,0.01062217,0.0048652124,0.007203998,0.004748511,0.0051865135,0.006774726],"category_scores_gemma":[0.084981546,0.0014966342,0.0014823335,0.012438145,0.004368861,0.002587983,0.003060475,0.00518251,0.0017166409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080462814,0.00010702638,0.004416382,0.009094823,0.00012431249,0.0009750958,0.0060419934,0.0019441693,0.0036285007,0.32559,0.4142551,0.23374216],"study_design_scores_gemma":[0.000008109301,0.000021729136,0.0043210858,0.0038092227,0.000050875,0.00016785733,0.00073599356,0.0002307497,0.00059267617,0.0027091615,0.98730123,0.000051327148],"about_ca_topic_score_codex":0.20612222,"about_ca_topic_score_gemma":0.13428193,"teacher_disagreement_score":0.20612222,"about_ca_system_score_codex":0.02601952,"about_ca_system_score_gemma":0.074526116,"threshold_uncertainty_score":0.40984493},"labels":[],"label_agreement":null},{"id":"W1989939769","doi":"10.7901/2169-3358-2008-1-937","title":"DEVELOPING AN UNDERSTANDING OF “NEW GENERATION” EMULSIFIED FUELS","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quadrise Canada Corporation (Canada)","funders":"","keywords":"Context (archaeology); Emulsified fuel; Environmental science; Coalescence (physics); Emulsion; Biochemical engineering; Engineering","score_opus":0.12931323872266168,"score_gpt":0.2858087265675426,"score_spread":0.1564954878448809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989939769","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40290985,0.085149534,0.2561299,0.032154985,0.0013446993,0.0004974382,0.00062692567,0.00019703897,0.22098969],"genre_scores_gemma":[0.73646456,0.08037677,0.14030845,0.0035975068,0.00030336555,0.00020882368,0.00058331795,0.000077380755,0.038079966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993362,0.00013981773,0.000046487712,0.00012072746,0.00029739525,0.00005939969],"domain_scores_gemma":[0.99918395,0.00029853426,0.00013911004,0.00006303973,0.00027886516,0.00003655648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017766714,0.00043577384,0.00038279445,0.0011534864,0.0005471073,0.0035120824,0.0013077449,0.0017241898,0.0024077718],"category_scores_gemma":[0.0011637056,0.00027851277,0.0003007144,0.0007029444,0.0018855248,0.0087506855,0.00143435,0.002087393,0.0004655919],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018159056,0.0004445341,0.009885392,0.003421631,0.000057036887,0.0014267071,0.009156553,0.017852694,0.08045626,0.5828812,0.0048202802,0.289416],"study_design_scores_gemma":[0.000012542231,0.0004909347,0.009978326,0.0016795917,0.000041526386,0.0013065113,0.014683753,0.022249052,0.06545071,0.22267911,0.6613408,0.00008710727],"about_ca_topic_score_codex":0.003427973,"about_ca_topic_score_gemma":0.003373429,"teacher_disagreement_score":0.0035120824,"about_ca_system_score_codex":0.002888724,"about_ca_system_score_gemma":0.0016751448,"threshold_uncertainty_score":0.020959258},"labels":[],"label_agreement":null},{"id":"W1991461251","doi":"10.7901/2169-3358-2005-1-1069","title":"THE DYNAMICS OF ORIMULSION IN WATER WITH VARYING ENERGY, SALINITY AND TEMPERATURE","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Brackish water; Salinity; Buoyancy; TRACER; Chemistry; Environmental science; Thermodynamics; Geology","score_opus":0.0073606160236480405,"score_gpt":0.22557420117306828,"score_spread":0.21821358514942024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991461251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993293,0.000064177686,0.00032118423,0.000008715118,0.0000017939373,0.0000039306474,0.000047365138,0.000008400629,0.00021517232],"genre_scores_gemma":[0.9991116,0.000073120886,0.00035883984,0.0000095137375,8.748127e-7,0.000007680258,0.00007038394,0.0000049986784,0.00036297398],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99994314,0.0000058624696,0.000003112875,0.0000133201165,0.000019723495,0.000014910142],"domain_scores_gemma":[0.9998503,0.00004160652,0.000040963696,0.000006361992,0.00004391847,0.000016832177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013421343,0.00014081433,0.00021743597,0.00020864303,0.00021447467,0.00038482528,0.00014410149,0.00011652966,0.0005863433],"category_scores_gemma":[0.00037270377,0.00009005331,0.00011157358,0.00024156399,0.00028896108,0.00037500614,0.00023696669,0.00027608682,0.000116701034],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047227863,0.000027550774,0.009800335,0.000033622615,0.00000961462,0.000076867575,0.0001727081,0.00089293893,0.98405945,0.000075113436,0.000029247709,0.004350252],"study_design_scores_gemma":[0.00002185673,0.0009239994,0.07923582,0.000015146992,0.000027779224,0.000073257565,0.0006212734,0.013178574,0.904224,0.0001317554,0.0015156458,0.000030871972],"about_ca_topic_score_codex":0.0042792913,"about_ca_topic_score_gemma":0.004139828,"teacher_disagreement_score":0.0042792913,"about_ca_system_score_codex":0.0003955013,"about_ca_system_score_gemma":0.00019648124,"threshold_uncertainty_score":0.008508742},"labels":[],"label_agreement":null},{"id":"W1994768270","doi":"10.7901/2169-3358-2001-2-1327","title":"JOINT CANADA/UNITED STATES WILDLIFE RESPONSE PLANNING: DIXON ENTRANCE","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Wildlife; Coast guard; Oil spill; Geography; Environmental protection; Fishery; Ecology","score_opus":0.018597765268931164,"score_gpt":0.2329939290866238,"score_spread":0.21439616381769264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994768270","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106260255,0.002013871,0.010752328,0.05026705,0.0016603759,0.01267671,0.0054617585,0.0008578742,0.8100498],"genre_scores_gemma":[0.30088323,0.0020186529,0.028784437,0.017016374,0.00022186787,0.0029450788,0.0048316745,0.00016961493,0.64312917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965215,0.00046975803,0.0001001655,0.00026771927,0.0010602336,0.0015806318],"domain_scores_gemma":[0.9923753,0.0006224791,0.00024526805,0.0001570319,0.0033824567,0.0032175225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048944503,0.000548034,0.00026740096,0.0015812577,0.009091465,0.004516942,0.0025779943,0.0040642023,0.037096668],"category_scores_gemma":[0.003963791,0.00062542415,0.00045071068,0.001241636,0.0010890891,0.0011744575,0.0032821607,0.0028163025,0.0026865518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003383729,0.00063929905,0.021279512,0.000549179,0.00003605406,0.0034590599,0.007296535,0.008574942,0.004699386,0.032033604,0.81982374,0.10127036],"study_design_scores_gemma":[0.00005957434,0.00017735866,0.03239737,0.00040752033,0.00002463505,0.00015114057,0.014920228,0.0016278279,0.0010749082,0.0014802134,0.9475969,0.00008242306],"about_ca_topic_score_codex":0.7472514,"about_ca_topic_score_gemma":0.87564325,"teacher_disagreement_score":0.2527486,"about_ca_system_score_codex":0.021686612,"about_ca_system_score_gemma":0.110011995,"threshold_uncertainty_score":0.5084742},"labels":[],"label_agreement":null},{"id":"W1994953450","doi":"10.7901/2169-3358-2008-1-847","title":"VEGETATION RESPONSE AND SEDIMENT POLYCYCLIC AROMATIC HYDROCARBON ATTENUATION IN A CAREXMARSH IN HOWE SOUND, BRITISH COLUMBIA, CANADA FOLLOWING A SPILL OF BUNKER C Fuel Oil","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Environmental science; Vegetation (pathology); Sediment; Marsh; Hydrology (agriculture); Habitat; Ditch; Ecology; Wetland; Geology; Geotechnical engineering","score_opus":0.020390825971784536,"score_gpt":0.21007460377748993,"score_spread":0.1896837778057054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994953450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99924195,0.00003479462,0.000020038884,0.000035547127,0.0000023902103,0.0000126186615,0.00017960144,0.0000025411064,0.000470514],"genre_scores_gemma":[0.9971923,0.0000695622,0.000102091,0.000054188637,0.0000011166157,0.000011268626,0.0003372795,0.000001896307,0.0022303786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998221,0.000012196562,0.000005137518,0.000035900786,0.000047623675,0.00007704525],"domain_scores_gemma":[0.99943024,0.00002788614,0.000061483326,0.000011500028,0.00028613606,0.00018271783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016160081,0.00023008317,0.0002356026,0.00050262123,0.0019490496,0.00060824864,0.00053874456,0.00038441847,0.0014253475],"category_scores_gemma":[0.00042363288,0.00020908673,0.00014415893,0.00056946586,0.0006198233,0.0001464352,0.00038623385,0.00042010518,0.0002623071],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036793938,0.0002008018,0.97074485,0.000042200958,0.000063833155,0.0008426793,0.0032983997,0.00020530213,0.014076582,0.000035793873,0.0011368762,0.008984738],"study_design_scores_gemma":[0.0000024278702,0.000042456893,0.9971091,0.0000051009747,0.000006106174,0.000029678753,0.0021873468,0.00008998777,0.00020711652,0.0000033193976,0.00031326705,0.0000041912126],"about_ca_topic_score_codex":0.96903044,"about_ca_topic_score_gemma":0.9943658,"teacher_disagreement_score":0.03096956,"about_ca_system_score_codex":0.008202273,"about_ca_system_score_gemma":0.0043499838,"threshold_uncertainty_score":0.06230384},"labels":[],"label_agreement":null},{"id":"W1995286816","doi":"10.7901/2169-3358-2001-2-917","title":"AIRBORNE OIL SPILL SENSOR TESTING: PROGRESS AND RECENT DEVELOPMENTS","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Imperial Oil (Canada); National Research Council Canada; Environment and Climate Change Canada","funders":"","keywords":"Remote sensing; Environmental science; Laser; System of measurement; Oil spill; Marine engineering; Engineering; Geology; Environmental engineering; Optics","score_opus":0.03044980571628267,"score_gpt":0.254468268162446,"score_spread":0.22401846244616333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995286816","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2475673,0.4943861,0.17991474,0.011393859,0.0018241659,0.00072376407,0.0012893215,0.002348358,0.060552377],"genre_scores_gemma":[0.52202934,0.2520348,0.1924914,0.003487062,0.0014453139,0.00027337848,0.0027793092,0.0003561246,0.025103197],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99730116,0.00046340184,0.00021378363,0.00058366207,0.0012521363,0.00018593144],"domain_scores_gemma":[0.99190277,0.0022647816,0.00048792714,0.000335946,0.0045863427,0.00042225042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010285248,0.0007622852,0.0005973519,0.002265406,0.00033590145,0.002173674,0.0023738074,0.0016318494,0.00325302],"category_scores_gemma":[0.005647743,0.0003862169,0.0005596997,0.001971708,0.0013825794,0.0033090618,0.00083313545,0.0013376877,0.00085898204],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003344022,0.00061069743,0.006402564,0.002337743,0.000083722225,0.00012378169,0.00034633293,0.0034734,0.03557078,0.0058830096,0.006925057,0.9379084],"study_design_scores_gemma":[0.00022793072,0.009666928,0.020871008,0.003160356,0.0003241216,0.0023311675,0.0027043666,0.030989474,0.23864442,0.00744718,0.68327993,0.00035311337],"about_ca_topic_score_codex":0.0032686032,"about_ca_topic_score_gemma":0.0024087331,"teacher_disagreement_score":0.010285248,"about_ca_system_score_codex":0.0009302509,"about_ca_system_score_gemma":0.0018691994,"threshold_uncertainty_score":0.054394245},"labels":[],"label_agreement":null},{"id":"W1995545090","doi":"10.7901/2169-3358-2005-1-311","title":"PLACES OF REFUGE GUIDELINES","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Transport Canada; Abu Dhabi Education Council; New York State Department of Environmental Conservation","keywords":"Workgroup; Task force; Coast guard; Oil spill; Operationalization; Guard (computer science); Task (project management); Process (computing); Metropolitan area; Technician; Environmental planning; Environmental resource management; Geography; Business; Political science; Environmental protection; Computer science; Engineering; Environmental science; Public administration","score_opus":0.026637711526829297,"score_gpt":0.2835976758493706,"score_spread":0.2569599643225413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995545090","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005449095,0.0022138536,0.017299749,0.045581594,0.007952692,0.006967389,0.021397833,0.0031339275,0.8900038],"genre_scores_gemma":[0.033924602,0.0052768462,0.056284316,0.037709832,0.0010721381,0.0065524895,0.040481582,0.001802244,0.81689584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9822842,0.004321493,0.0025933585,0.00073112285,0.0076708533,0.0023990318],"domain_scores_gemma":[0.95024264,0.0046084835,0.001605764,0.001973567,0.0383187,0.0032508753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0126140695,0.0012193113,0.00072567625,0.00543968,0.004310048,0.0059748786,0.0065306746,0.0073623364,0.10137384],"category_scores_gemma":[0.032451697,0.0011301086,0.0011969312,0.0040224018,0.0020091515,0.0041516814,0.0048881904,0.005119278,0.053908154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019664527,0.00008725702,0.00067221775,0.00019555917,0.0000027085657,0.00021907856,0.00076289516,0.00031171506,0.00021383123,0.012374682,0.9516481,0.03349233],"study_design_scores_gemma":[0.000011498285,0.000021196076,0.000913084,0.00043684753,0.0000026455261,0.00009124341,0.0009547462,0.00006185632,0.000103200044,0.001161458,0.9962186,0.000023581995],"about_ca_topic_score_codex":0.13755143,"about_ca_topic_score_gemma":0.22257496,"teacher_disagreement_score":0.13755143,"about_ca_system_score_codex":0.0068554655,"about_ca_system_score_gemma":0.04257555,"threshold_uncertainty_score":0.33912927},"labels":[],"label_agreement":null},{"id":"W1996279786","doi":"10.7901/2169-3358-2014.1.1226","title":"Preventing a Nationally-Significant Oil Spill on the Grand Banks of Newfoundland","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Iceberg; Arctic; Oceanography; Population; Geography; Fishery; Glacier; Sea ice; Geology; Physical geography","score_opus":0.01593965532836121,"score_gpt":0.23056622898813606,"score_spread":0.21462657365977483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996279786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84391147,0.0017432169,0.0014028744,0.015762543,0.00045321672,0.00025737513,0.0028189016,0.00033336048,0.13331711],"genre_scores_gemma":[0.93442345,0.002290807,0.0032778357,0.0052702306,0.000050098326,0.00008213856,0.0019225111,0.00006128097,0.0526217],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99953103,0.00003098003,0.000012576292,0.0000340911,0.000095520176,0.00029572393],"domain_scores_gemma":[0.9984469,0.000070810056,0.00015798754,0.00006150917,0.0007212954,0.00054156827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042849244,0.00032952824,0.0001345852,0.00057560793,0.0040126443,0.0013973855,0.0007076282,0.00050741574,0.007598933],"category_scores_gemma":[0.0010713802,0.00019158816,0.00020273725,0.00045881275,0.00070133246,0.000488595,0.002101252,0.0007668874,0.0010596996],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064999174,0.00029183162,0.4869231,0.00035450273,0.00017082575,0.00809614,0.0041473126,0.0039866925,0.01182439,0.0023127056,0.26900437,0.2122381],"study_design_scores_gemma":[0.00005089218,0.0003698723,0.703215,0.00046091178,0.000107649495,0.001127887,0.026223535,0.0015024459,0.0030908526,0.00039014826,0.26337674,0.000084065854],"about_ca_topic_score_codex":0.947765,"about_ca_topic_score_gemma":0.9892482,"teacher_disagreement_score":0.052235007,"about_ca_system_score_codex":0.009945124,"about_ca_system_score_gemma":0.029403841,"threshold_uncertainty_score":0.105085194},"labels":[],"label_agreement":null},{"id":"W1996280614","doi":"10.7901/2169-3358-2001-1-405","title":"What Makes Esi Maps More Efficacious?","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shore; Sediment; Environmental science; Oil spill; Geography; Hydrology (agriculture); Environmental resource management; Geology; Oceanography; Environmental protection; Geomorphology; Geotechnical engineering","score_opus":0.0148463463912035,"score_gpt":0.24827250844284549,"score_spread":0.233426162051642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996280614","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06381043,0.0065257745,0.6363017,0.113858044,0.0037177068,0.0004042749,0.0029021578,0.023131203,0.1493488],"genre_scores_gemma":[0.45256802,0.0061932057,0.51256406,0.004656176,0.0037363654,0.0004451044,0.0016163494,0.0031192878,0.015101472],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9917182,0.004338389,0.00033348612,0.00082763645,0.0024806184,0.0003016358],"domain_scores_gemma":[0.9600684,0.02021786,0.0026387305,0.0059374208,0.010258317,0.00087928114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013237587,0.0011827608,0.0008377798,0.0051057152,0.0008088047,0.008729744,0.0023340862,0.002000999,0.017813899],"category_scores_gemma":[0.07932493,0.0008001202,0.00071010913,0.0050024814,0.002673484,0.024126362,0.0035777094,0.001790219,0.0068860725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018799271,0.00019250519,0.010024854,0.00071333855,0.000103317696,0.00017897038,0.0011988429,0.008130191,0.0013613513,0.17420518,0.072708406,0.730995],"study_design_scores_gemma":[0.00013442051,0.00017726682,0.013248911,0.001219935,0.00013816841,0.00078422914,0.0058592497,0.045497023,0.0072021047,0.53959286,0.3858268,0.00031901512],"about_ca_topic_score_codex":0.0027258797,"about_ca_topic_score_gemma":0.001704884,"teacher_disagreement_score":0.017813899,"about_ca_system_score_codex":0.00093542144,"about_ca_system_score_gemma":0.001276364,"threshold_uncertainty_score":0.07000786},"labels":[],"label_agreement":null},{"id":"W1997353634","doi":"10.7901/2169-3358-2008-1-621","title":"OIL DROPLET SIZE DISTRIBUTION AS A FUNCTION OF ENERGY DISSIPATION RATE IN AN EXPERIMENTAL WAVE TANK","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Dispersant; Dissipation; Dispersion (optics); Wave tank; Oil droplet; Materials science; Breaking wave; Environmental science; Petroleum engineering; Emulsion; Chemical engineering; Mechanics; Geology; Engineering; Physics; Wave propagation; Optics; Thermodynamics","score_opus":0.017710796320347746,"score_gpt":0.23899781336995182,"score_spread":0.22128701704960407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997353634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969739,0.00004589572,0.0023390676,0.000018297489,0.0000070789965,0.00004297977,0.0002747639,0.000034503944,0.0002635026],"genre_scores_gemma":[0.99331117,0.000108739456,0.004576666,0.000028649181,0.000004605256,0.00010014282,0.00037084662,0.000020976326,0.0014782313],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997303,0.000028430039,0.00002912784,0.000064803025,0.00010597771,0.00004143171],"domain_scores_gemma":[0.9989693,0.0004313203,0.00022468746,0.000064537235,0.00021500519,0.00009511789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038187887,0.00025581027,0.00030689983,0.00034089666,0.00028072973,0.0003667897,0.00029291617,0.00033093742,0.0012757787],"category_scores_gemma":[0.00071080145,0.00016176514,0.00029869168,0.00032219867,0.00028757425,0.0004118261,0.00028044137,0.0005505904,0.00024173033],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046490118,0.000185252,0.0013170353,0.00001664559,0.0000054842462,0.000033711745,0.00006585242,0.00043349073,0.9965037,0.000023303544,0.000020466696,0.00093015225],"study_design_scores_gemma":[0.00003391022,0.002473299,0.0063567595,0.0000025494392,0.000024353718,0.000022251506,0.00008180897,0.0059361523,0.98482853,0.000024479901,0.00019910402,0.000016729846],"about_ca_topic_score_codex":0.002387114,"about_ca_topic_score_gemma":0.001953375,"teacher_disagreement_score":0.002387114,"about_ca_system_score_codex":0.00044326577,"about_ca_system_score_gemma":0.00029162073,"threshold_uncertainty_score":0.004746437},"labels":[],"label_agreement":null},{"id":"W1998332221","doi":"10.7901/2169-3358-2005-1-707","title":"KEYS TO SUCCESS IN DEVELOPING THE FIRST JOINT TRANS-BOUNDARY WILDLIFE RESPONSE GUIDELINES: THE CANADA/UNITED STATES DIXON ENTRANCE EXAMPLE","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Wildlife; Coast guard; Stakeholder; Geography; Contingency plan; Environmental planning; Environmental resource management; Environmental protection; Political science; Operations research; Engineering; Ecology; Management; Environmental science; Public relations","score_opus":0.032028981517086816,"score_gpt":0.2602786903713815,"score_spread":0.2282497088542947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998332221","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.109162964,0.004152193,0.05101457,0.15348384,0.0015796421,0.004921603,0.0011028684,0.0012530958,0.6733293],"genre_scores_gemma":[0.5651396,0.0042119697,0.21502525,0.018420476,0.00015647455,0.0013381866,0.0015583487,0.00052523566,0.19362444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97508156,0.005418814,0.0012783541,0.0013724839,0.010830095,0.0060186624],"domain_scores_gemma":[0.9516079,0.005733904,0.001005386,0.00156462,0.0318491,0.008239119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021267973,0.00071249256,0.00043174074,0.002933261,0.017128702,0.01385586,0.0035354446,0.005787101,0.007226152],"category_scores_gemma":[0.023769734,0.0007200677,0.0004768178,0.0028466375,0.005483083,0.0034059756,0.006400827,0.005373784,0.0014217672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001044471,0.0005913472,0.013438355,0.0007335584,0.000037072554,0.003855778,0.054718535,0.008000672,0.0055973134,0.2636585,0.3500753,0.2991892],"study_design_scores_gemma":[0.000035909867,0.00012023499,0.012451551,0.0008471714,0.000022758946,0.00027945766,0.06555908,0.0022462788,0.0020317652,0.0075970236,0.90862936,0.00017931609],"about_ca_topic_score_codex":0.92484677,"about_ca_topic_score_gemma":0.9739688,"teacher_disagreement_score":0.07515323,"about_ca_system_score_codex":0.074350685,"about_ca_system_score_gemma":0.25896427,"threshold_uncertainty_score":0.53945446},"labels":[],"label_agreement":null},{"id":"W1999592657","doi":"10.7901/2169-3358-2005-1-659","title":"ESTIMATING LNG SPREADING ON WATER1","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Liquefied natural gas; Environmental science; Liquefied petroleum gas; Petroleum engineering; Marine engineering; Forensic engineering; Waste management; Natural gas; Engineering","score_opus":0.08564250059869241,"score_gpt":0.3726114296158171,"score_spread":0.2869689290171247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999592657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65834445,0.00082354556,0.33575433,0.00015987495,0.000033973698,0.00009092926,0.0006097819,0.0006472148,0.0035358693],"genre_scores_gemma":[0.9514885,0.00088644115,0.045067415,0.000018559376,0.000011675095,0.00004243425,0.0005062194,0.00007275263,0.0019059725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997979,0.000027403417,0.0000114306795,0.00005578245,0.00008280349,0.000024706214],"domain_scores_gemma":[0.99967086,0.00014227004,0.00007342176,0.00002167931,0.00007467933,0.000017059898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004024628,0.00077784393,0.000453322,0.0015913032,0.00025377574,0.00077362894,0.0005125104,0.0007008654,0.0008776104],"category_scores_gemma":[0.001856648,0.00034645983,0.00048812997,0.0012054713,0.0002742844,0.0012898699,0.00068161625,0.000415394,0.00037103173],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008153299,0.000038792878,0.041231647,0.00009577415,0.000045170967,0.0001469252,0.00005799652,0.86638284,0.014066758,0.0012612828,0.00038520605,0.07620612],"study_design_scores_gemma":[0.0000034420907,0.00003490118,0.006322639,0.000008710994,0.000011435043,0.00003495321,0.000045271783,0.98603004,0.006164571,0.0009369445,0.00039459494,0.00001261834],"about_ca_topic_score_codex":0.013219476,"about_ca_topic_score_gemma":0.00988021,"teacher_disagreement_score":0.013219476,"about_ca_system_score_codex":0.00074634864,"about_ca_system_score_gemma":0.0005581,"threshold_uncertainty_score":0.026285052},"labels":[],"label_agreement":null},{"id":"W1999808476","doi":"10.7901/2169-3358-2003-1-821","title":"Morice – New Technology for Effective Oil Recovery in Ice","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil spill; Environmental science; Scale (ratio); Ice formation; German; Petroleum engineering; Engineering; Geology; Archaeology; Geography; Cartography; Atmospheric sciences","score_opus":0.009872558611680904,"score_gpt":0.23903163930064347,"score_spread":0.22915908068896257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999808476","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37336388,0.02666011,0.46973962,0.0031943736,0.0022212383,0.0020284783,0.0011594504,0.0035370935,0.11809577],"genre_scores_gemma":[0.6398201,0.017788969,0.2798149,0.0014560708,0.00040273336,0.0009824757,0.001347776,0.00041480563,0.05797213],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989458,0.00006564354,0.000033937402,0.00012722152,0.00073402835,0.0000934329],"domain_scores_gemma":[0.99970573,0.000031713585,0.00005492246,0.000037776645,0.00013155828,0.00003829207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094300584,0.00050838396,0.00046727326,0.0009667796,0.0004865925,0.00085926615,0.0007812038,0.00060594577,0.006566775],"category_scores_gemma":[0.00061347894,0.0002886879,0.00041281406,0.00043057703,0.0005431375,0.0016687687,0.0013647473,0.0012125982,0.0020205528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002896765,0.00015202329,0.0009952219,0.00078491785,0.00002405672,0.0002951464,0.00016034135,0.0012708607,0.84821117,0.0061864313,0.0047096172,0.13692056],"study_design_scores_gemma":[0.00009602147,0.0015597584,0.003999641,0.00017891299,0.00005049351,0.001705169,0.00016283905,0.006924915,0.8118953,0.0012778199,0.17207494,0.0000741135],"about_ca_topic_score_codex":0.0006263968,"about_ca_topic_score_gemma":0.00077249366,"teacher_disagreement_score":0.006566775,"about_ca_system_score_codex":0.00051523914,"about_ca_system_score_gemma":0.00057401205,"threshold_uncertainty_score":0.021968007},"labels":[],"label_agreement":null},{"id":"W2001412127","doi":"10.7901/2169-3358-2005-1-873","title":"A COMPREHENSIVE NUMERICAL APPROACH TO PREDICT OIL-MINERAL AGGREGATE (OMA) FORMATION FOLLOWING OIL SPILLS IN AQUATIC ENVIRONMENTS","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography","funders":"","keywords":"Sediment; Oil droplet; Aggregate (composite); Surface tension; Environmental science; Dispersion (optics); Mineral oil; Biological dispersal; Petroleum engineering; Soil science; Environmental engineering; Geology; Materials science; Chemistry; Geomorphology; Composite material; Thermodynamics; Emulsion","score_opus":0.016896329766547598,"score_gpt":0.2375776960145329,"score_spread":0.22068136624798532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001412127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88271457,0.0001601621,0.11052787,0.00013606166,0.000019025136,0.0001231141,0.00037817727,0.00044914248,0.0054918313],"genre_scores_gemma":[0.98773605,0.000067295776,0.011017004,0.0000158149,0.0000042637503,0.00008109643,0.00014563804,0.000015674508,0.0009170765],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998803,0.000026361715,0.00000856006,0.000025413008,0.000037048423,0.000022232307],"domain_scores_gemma":[0.9995888,0.00021576477,0.00006249035,0.000025308771,0.00007527753,0.00003239963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003826671,0.00066375587,0.0006227725,0.00059149467,0.00054102164,0.00064982823,0.0005698047,0.001137819,0.00074398145],"category_scores_gemma":[0.0010373959,0.00042423443,0.00066983036,0.00038597803,0.0004922349,0.0004279012,0.0007207165,0.00038259654,0.000115514384],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007781059,0.000014541562,0.00074580184,0.0000059039344,0.0000050104895,0.000014786838,0.0000051297307,0.9974481,0.0009701187,0.00010332711,0.000013845611,0.0006656807],"study_design_scores_gemma":[0.0000015403582,0.000008700905,0.00020068423,6.0553054e-7,0.0000014494124,0.0000018009387,0.0000022626843,0.9994765,0.0002456704,0.0000430106,0.000016257103,0.0000015984292],"about_ca_topic_score_codex":0.020193832,"about_ca_topic_score_gemma":0.009164078,"teacher_disagreement_score":0.020193832,"about_ca_system_score_codex":0.0009826444,"about_ca_system_score_gemma":0.0012096133,"threshold_uncertainty_score":0.04015261},"labels":[],"label_agreement":null},{"id":"W2002297353","doi":"10.7901/2169-3358-2001-1-769","title":"Cooperative Assessment of Natural Resource Injuries: Why Can It Work?","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Damages; Disadvantage; Work (physics); Risk analysis (engineering); Resource (disambiguation); Business; Psychological intervention; Natural resource; Lead (geology); Environmental planning; Computer security; Computer science; Political science; Engineering; Law; Psychology; Environmental science","score_opus":0.014738247935586122,"score_gpt":0.269074532969599,"score_spread":0.25433628503401284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002297353","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26507455,0.016081363,0.20562991,0.32109466,0.004859976,0.0033914254,0.00033461888,0.0013176565,0.18221594],"genre_scores_gemma":[0.93302435,0.0033201855,0.052391388,0.004627232,0.00064537633,0.00058371876,0.000093662056,0.00006317373,0.00525106],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9752168,0.012032721,0.0008597754,0.0018936401,0.008278908,0.0017181418],"domain_scores_gemma":[0.9328077,0.023079593,0.004854753,0.0068312855,0.026398512,0.0060281744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032822043,0.0010811697,0.0018166787,0.0035386712,0.004634005,0.007441716,0.0045622424,0.00943183,0.0067904335],"category_scores_gemma":[0.082303144,0.0004614708,0.0014620404,0.0028878725,0.008000053,0.0071585546,0.008389148,0.003914842,0.0023599605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061799266,0.0021636682,0.08717804,0.001820331,0.00058250444,0.0011710324,0.008373011,0.019247424,0.0017190013,0.04092774,0.039027944,0.79717135],"study_design_scores_gemma":[0.00080720324,0.007631372,0.16907902,0.008130498,0.0011808022,0.0048452867,0.07335748,0.11003463,0.007001903,0.468619,0.1483595,0.0009532208],"about_ca_topic_score_codex":0.034213565,"about_ca_topic_score_gemma":0.03948976,"teacher_disagreement_score":0.034213565,"about_ca_system_score_codex":0.0046053273,"about_ca_system_score_gemma":0.011617833,"threshold_uncertainty_score":0.1735816},"labels":[],"label_agreement":null},{"id":"W2003261150","doi":"10.7901/2169-3358-2003-1-103","title":"In-Situ Burning of Orimulsion: Small-Scale Burns","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Combustion; Ignition system; Asphalt; Environmental science; Diesel fuel; Waste management; Vapours; Chemistry; Materials science; Engineering; Composite material","score_opus":0.019141936569829567,"score_gpt":0.2577219460850161,"score_spread":0.23858000951518651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003261150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962514,0.00023672689,0.002708647,0.0000139028525,0.000016270305,0.000042850843,0.000027936492,0.000032386873,0.00066977827],"genre_scores_gemma":[0.9941702,0.00016183099,0.0040655583,0.00002589014,0.000006588026,0.000024306648,0.00004288466,0.000024063318,0.0014786914],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997404,0.000031693737,0.000016699943,0.000048061473,0.00012400081,0.00003918154],"domain_scores_gemma":[0.9995838,0.0001198286,0.000104076535,0.00007387757,0.000078985766,0.000039444345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002815945,0.00035970545,0.00027952334,0.00018675192,0.00019867519,0.00028040152,0.00035034757,0.0002987951,0.0017521115],"category_scores_gemma":[0.00045229323,0.00014746214,0.0002268802,0.00012932575,0.0002138598,0.00036854096,0.0002934797,0.00047224946,0.00020212925],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015709021,0.000060882416,0.000547919,0.00008159517,0.0000066423413,0.000054801098,0.000034560708,0.00019998418,0.9954183,0.000020941547,0.000022660213,0.0033945714],"study_design_scores_gemma":[0.0000068499317,0.0008143888,0.0034397552,0.0000043615833,0.000010252435,0.00007868986,0.000043894262,0.0007289643,0.9943178,0.00001460129,0.00053517096,0.000005233989],"about_ca_topic_score_codex":0.00032338066,"about_ca_topic_score_gemma":0.00087267184,"teacher_disagreement_score":0.0017521115,"about_ca_system_score_codex":0.00019338218,"about_ca_system_score_gemma":0.000086959655,"threshold_uncertainty_score":0.0058614016},"labels":[],"label_agreement":null},{"id":"W2003503694","doi":"10.7901/2169-3358-2005-1-183","title":"MEASURING ENERGY DISSIPATION RATES IN A WAVE TANK","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Dissipation; Dispersant; Breaking wave; Wave tank; Dispersion (optics); Scale (ratio); Energy (signal processing); Acoustics; Marine engineering; Environmental science; Physics; Mechanics; Engineering; Optics; Wave propagation","score_opus":0.028597430813098745,"score_gpt":0.22088791052430098,"score_spread":0.19229047971120225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003503694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924555,0.0000828166,0.0066306572,0.000011502646,0.000006777267,0.000040569284,0.00017755137,0.000053811375,0.00054077577],"genre_scores_gemma":[0.9920534,0.0001230712,0.0061856476,0.000011096686,0.000002140298,0.00005488155,0.00020142322,0.000011277058,0.0013570439],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968135,0.000024543373,0.000021458169,0.000054252137,0.00017877964,0.000039673734],"domain_scores_gemma":[0.999495,0.00015776594,0.00010799172,0.00003885756,0.00014670524,0.000053673775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036101294,0.0002226126,0.00021919697,0.0004269229,0.00018776144,0.00034883965,0.00025074292,0.00018574076,0.00104548],"category_scores_gemma":[0.00071781833,0.00012069601,0.00012060111,0.00033650224,0.0002461413,0.00038444012,0.00029615188,0.00036064952,0.00025106946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022295806,0.000055016677,0.0041029938,0.00003282443,0.0000050548265,0.000023737712,0.000058933274,0.00080232875,0.99016446,0.00006914386,0.000034389934,0.0044280714],"study_design_scores_gemma":[0.000020976435,0.0013159596,0.019882206,0.0000071588634,0.000018572928,0.00004187231,0.00007506679,0.0052959463,0.9726585,0.0000494249,0.0006187302,0.000015512343],"about_ca_topic_score_codex":0.0018333434,"about_ca_topic_score_gemma":0.0017033936,"teacher_disagreement_score":0.0018333434,"about_ca_system_score_codex":0.00039690104,"about_ca_system_score_gemma":0.00029535952,"threshold_uncertainty_score":0.0036453009},"labels":[],"label_agreement":null},{"id":"W2004564009","doi":"10.7901/2169-3358-2001-2-911","title":"NEW SPACE-BORNE SENSORS FOR OIL SPILL RESPONSE","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Remote sensing; Polarimetry; Synthetic aperture radar; Satellite; Oil spill; Computer science; Radar; Launched; Environmental science; Polarization (electrochemistry); Meteorology; Geology; Telecommunications; Aerospace engineering; Geography; Engineering; Electrical engineering","score_opus":0.019173230080798156,"score_gpt":0.2578585901588399,"score_spread":0.23868536007804173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004564009","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4908696,0.05798487,0.3106031,0.0067819627,0.0031088963,0.0008455057,0.014611467,0.012892978,0.102301635],"genre_scores_gemma":[0.70564127,0.008997971,0.23779823,0.0022877725,0.0008692171,0.00021893135,0.009633968,0.00021675619,0.034335848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999366,0.00012366085,0.00001817441,0.00007560426,0.0003747427,0.000041753792],"domain_scores_gemma":[0.9993716,0.00006164597,0.00009514303,0.000056936384,0.0003466593,0.00006800123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008014941,0.00045076845,0.00037595574,0.0013493899,0.000245738,0.00067016017,0.00040140928,0.0004978789,0.00355126],"category_scores_gemma":[0.000553358,0.0001372923,0.00022197337,0.0011304149,0.00020883072,0.0011484907,0.0006625465,0.00087068055,0.001424405],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006423126,0.00039124585,0.036792144,0.00058309827,0.0001408031,0.00018476738,0.0002455652,0.009374389,0.39589927,0.0043644314,0.04989086,0.50149107],"study_design_scores_gemma":[0.0002667199,0.0010896035,0.09935947,0.00029468632,0.00027573132,0.00072663167,0.0007532165,0.12109156,0.22062227,0.004789142,0.5503949,0.00033611752],"about_ca_topic_score_codex":0.001813338,"about_ca_topic_score_gemma":0.0052746725,"teacher_disagreement_score":0.00355126,"about_ca_system_score_codex":0.00053194555,"about_ca_system_score_gemma":0.0003434478,"threshold_uncertainty_score":0.011880219},"labels":[],"label_agreement":null},{"id":"W2005270685","doi":"10.7901/2169-3358-2011-1-113","title":"Preparing for an Integrated Response","year":2011,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Computer science","score_opus":0.1925053934900023,"score_gpt":0.38884006259816917,"score_spread":0.19633466910816685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005270685","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060586285,0.0014797002,0.37273335,0.11456935,0.012571765,0.013453526,0.0009098494,0.007708582,0.4159876],"genre_scores_gemma":[0.30858234,0.0015117831,0.44110942,0.032963242,0.0024484957,0.0038673736,0.0021144443,0.0016696797,0.20573315],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882103,0.004189752,0.00074264203,0.0012505908,0.0028037124,0.002802961],"domain_scores_gemma":[0.98154193,0.0024328318,0.001181924,0.0019357476,0.0053851544,0.0075224484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011936306,0.0010959848,0.000609863,0.0015948117,0.006569799,0.006825067,0.0027554047,0.0055278675,0.067112006],"category_scores_gemma":[0.021294555,0.0008247292,0.0015030683,0.0007780367,0.0015694862,0.0050174375,0.012233166,0.008220066,0.027083706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044956995,0.002467801,0.009440933,0.0010971022,0.00014123916,0.0038406863,0.014495056,0.0038560976,0.019198325,0.06419317,0.3876717,0.49314833],"study_design_scores_gemma":[0.0001156992,0.0009900511,0.011148916,0.0008616828,0.00008880962,0.0020130863,0.023961518,0.003971979,0.005965172,0.038503736,0.9121802,0.00019908212],"about_ca_topic_score_codex":0.0028672882,"about_ca_topic_score_gemma":0.0053155855,"teacher_disagreement_score":0.067112006,"about_ca_system_score_codex":0.0034988686,"about_ca_system_score_gemma":0.018842256,"threshold_uncertainty_score":0.22451198},"labels":[],"label_agreement":null},{"id":"W2006011468","doi":"10.7901/2169-3358-2001-2-1015","title":"OHMSETT 2000: FISCAL YEAR IN REVIEW","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boom; Oil spill; Navy; Fiscal year; Coast guard; Containment (computer programming); Dispersant; Environmental science; Engineering; Test (biology); Government (linguistics); Aeronautics; Waste management; Business; Marine engineering; Environmental engineering; Computer science; Finance; Archaeology; Geology","score_opus":0.015478666973617789,"score_gpt":0.25198350841664097,"score_spread":0.23650484144302317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006011468","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006043605,0.88954824,0.00014159046,0.037940823,0.05401465,0.0001282197,0.0013632493,0.00009077185,0.016168159],"genre_scores_gemma":[0.0048689763,0.9161594,0.0004947687,0.02819099,0.01325141,0.000335035,0.0026776714,0.00007192504,0.03394983],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978898,0.00032104563,0.00040144712,0.00017217782,0.0009032863,0.0003122335],"domain_scores_gemma":[0.9855935,0.0012527121,0.0020259458,0.0002005631,0.008898177,0.0020291896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006927499,0.0012260642,0.0016481793,0.007894509,0.0013456926,0.0069829933,0.0022169687,0.0038007603,0.0400683],"category_scores_gemma":[0.014670794,0.00064000156,0.00081761373,0.011864094,0.0007065416,0.006123939,0.0023262922,0.0018615279,0.015430701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014141861,0.000050874543,0.00043196333,0.008930958,0.000030155972,0.00018164866,0.000049852206,0.00003749333,0.00010307418,0.0008161388,0.8412678,0.14795859],"study_design_scores_gemma":[0.000017542136,0.000033225024,0.0013348816,0.005338495,0.000032001597,0.00015565612,0.00010230837,0.000007694041,0.000045804558,0.00013210515,0.9927926,0.000007724066],"about_ca_topic_score_codex":0.01175973,"about_ca_topic_score_gemma":0.0180466,"teacher_disagreement_score":0.0400683,"about_ca_system_score_codex":0.005143209,"about_ca_system_score_gemma":0.017755989,"threshold_uncertainty_score":0.13404179},"labels":[],"label_agreement":null},{"id":"W2006271245","doi":"10.7901/2169-3358-2003-1-457","title":"A Review of Oil-in-Water Monitoring Techniques: The Concluding Results","year":2003,"lang":"en","type":"review","venue":"International Oil Spill Conference Proceedings","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental chemistry; Hydrocarbon; Fluoranthene; Chemistry; Naphthalene; Diesel fuel; Petroleum; Polycyclic aromatic hydrocarbon; Pyrene; BTEX; Environmental science; Organic chemistry; Benzene; Ethylbenzene; Phenanthrene","score_opus":0.08779910212823142,"score_gpt":0.35506185420810565,"score_spread":0.26726275207987427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006271245","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005551308,0.99606305,0.0015785756,0.00021536757,0.00021017044,0.000017630513,0.00003442531,0.000020861495,0.0013048517],"genre_scores_gemma":[0.0026472046,0.9925997,0.0028682966,0.00021303938,0.00022594939,0.00003591489,0.00007036826,0.00000892419,0.0013305696],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896526,0.00016808197,0.00012902886,0.0002451514,0.00044435784,0.000048245558],"domain_scores_gemma":[0.9985359,0.0006220918,0.00016676015,0.00006989081,0.0005449631,0.0000604685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020039454,0.0011528499,0.0021202073,0.004134286,0.0004022424,0.001598837,0.0021236653,0.0012977517,0.0028790215],"category_scores_gemma":[0.0020529062,0.00057769293,0.00077246496,0.004368243,0.0007088285,0.0024257137,0.00059446803,0.0011296301,0.0029129123],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005863143,0.00011379741,0.0005453729,0.014401498,0.000100217294,0.00018657657,0.00006627927,0.0004572077,0.006574508,0.0013187608,0.0059930463,0.97018415],"study_design_scores_gemma":[0.000019759893,0.00044900068,0.004685562,0.0053217257,0.00025149717,0.0022790008,0.00022087323,0.000594947,0.013827563,0.002228627,0.9700336,0.00008787105],"about_ca_topic_score_codex":0.0014490079,"about_ca_topic_score_gemma":0.0015427346,"teacher_disagreement_score":0.004134286,"about_ca_system_score_codex":0.0006780383,"about_ca_system_score_gemma":0.001039836,"threshold_uncertainty_score":0.0105980635},"labels":[],"label_agreement":null},{"id":"W2009436273","doi":"10.7901/2169-3358-2014-1-299894.1","title":"Survey of Portable Oil Detection Methods","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Shore; Oil spill; Software portability; Sediment; Contamination; Petroleum engineering; Computer science; Geology; Environmental engineering; Oceanography; Ecology","score_opus":0.025613853366550084,"score_gpt":0.29174651463097223,"score_spread":0.26613266126442214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009436273","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7233966,0.00658206,0.21690169,0.0009500224,0.00022288553,0.0009414968,0.004945397,0.0014737934,0.04458604],"genre_scores_gemma":[0.8104437,0.0069962176,0.14843214,0.00032419548,0.00011331863,0.0005555198,0.0036656687,0.00017231387,0.029296922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965383,0.0003719652,0.00012521615,0.0006088512,0.002139413,0.00021632006],"domain_scores_gemma":[0.9967751,0.0007448293,0.00067210064,0.00025163378,0.0014044953,0.00015186194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017138532,0.0007477525,0.0004026842,0.0034293237,0.0005684992,0.0009979849,0.0015504152,0.00090719864,0.0029163074],"category_scores_gemma":[0.0033315006,0.00029981637,0.00039359808,0.0036017392,0.00049630436,0.0010747736,0.00075099175,0.0007229153,0.0016464816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051764585,0.000449899,0.09415272,0.0012123432,0.000093073286,0.0007156111,0.00090070325,0.0024753273,0.32945773,0.0027029128,0.0049351314,0.562387],"study_design_scores_gemma":[0.000074050084,0.0036846648,0.20296995,0.00053255865,0.00021828948,0.0045336937,0.0028995748,0.015618786,0.5975523,0.0020217195,0.16970696,0.00018756259],"about_ca_topic_score_codex":0.0032626945,"about_ca_topic_score_gemma":0.0042263484,"teacher_disagreement_score":0.0034293237,"about_ca_system_score_codex":0.00083013123,"about_ca_system_score_gemma":0.00069209276,"threshold_uncertainty_score":0.009756029},"labels":[],"label_agreement":null},{"id":"W2015838023","doi":"10.7901/2169-3358-2001-1-109","title":"What Causes the Formation of Water-in-Oil Emulsions?","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Emulsion; Asphaltene; Viscosity; Rheology; Materials science; Chemical engineering; Thermodynamics; Chemistry; Composite material; Organic chemistry; Physics","score_opus":0.019753343854699,"score_gpt":0.2536898790300458,"score_spread":0.2339365351753468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015838023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86212677,0.09343168,0.017945653,0.010419395,0.0020562997,0.00041514373,0.00053793885,0.00046152543,0.012605604],"genre_scores_gemma":[0.9676215,0.023860589,0.0024257367,0.0020248916,0.00047814558,0.00005607393,0.00022291347,0.00005463844,0.0032555384],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99958414,0.000080813326,0.00004122348,0.00009232464,0.00012194339,0.00007956012],"domain_scores_gemma":[0.99921536,0.00021345903,0.000321336,0.000024852989,0.00014081172,0.00008419115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089870027,0.00032703512,0.0006510985,0.00078254077,0.00031471538,0.000682209,0.00035165178,0.000862187,0.0030377626],"category_scores_gemma":[0.0016868205,0.00021902169,0.0006438979,0.0003167031,0.00061173865,0.0009184508,0.00033752556,0.00062772655,0.0007198704],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016423424,0.00091694546,0.06047692,0.0056261634,0.00048054583,0.017830791,0.0006739122,0.0013422484,0.7843152,0.0058768154,0.007726578,0.113091454],"study_design_scores_gemma":[0.00021204937,0.0026483722,0.06342541,0.0007106542,0.0006468081,0.016953833,0.0028916914,0.0056566563,0.82014245,0.013552115,0.073014796,0.00014512705],"about_ca_topic_score_codex":0.00073397736,"about_ca_topic_score_gemma":0.0006531407,"teacher_disagreement_score":0.0030377626,"about_ca_system_score_codex":0.00060504203,"about_ca_system_score_gemma":0.0003753275,"threshold_uncertainty_score":0.010162294},"labels":[],"label_agreement":null},{"id":"W2016619975","doi":"10.7901/2169-3358-2001-2-1467","title":"LOGISTICS FOR THE CONDUCT OF CONTROLLED OIL SPILL EXPERIMENTON BIORESTORATION OF FRESHWATER WETLANDS","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"","keywords":"Wetland; Wildlife; Oil spill; Environmental science; Marsh; Habitat; Salt marsh; Environmental resource management; Environmental planning; Environmental protection; Fishery; Geography; Ecology","score_opus":0.0414619977583834,"score_gpt":0.28584654842220025,"score_spread":0.24438455066381687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016619975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67565477,0.00019040283,0.14720435,0.0013539989,0.00030559066,0.14024894,0.006122758,0.0039273268,0.024991948],"genre_scores_gemma":[0.45472834,0.00034093138,0.36005458,0.00088620326,0.0001288471,0.15546507,0.004209429,0.0003133573,0.023873271],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979917,0.00060108374,0.00021920611,0.00027956496,0.0005873773,0.00032102296],"domain_scores_gemma":[0.9952614,0.00070292637,0.00057327235,0.00092708046,0.0012973234,0.0012380149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036887238,0.0007699142,0.00049416145,0.0009969154,0.0026322147,0.0008546709,0.0015556767,0.00077138806,0.02006424],"category_scores_gemma":[0.0025164809,0.00045085614,0.0006846922,0.0004290344,0.00075139414,0.0007088005,0.0012386852,0.0011694367,0.004391135],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010367469,0.026286865,0.03750876,0.0011370286,0.00007104748,0.0028589324,0.0021848828,0.004537792,0.7025319,0.0024681995,0.013525844,0.19652137],"study_design_scores_gemma":[0.0049072187,0.11167411,0.19801767,0.00057095615,0.00024971383,0.0015815472,0.007843658,0.017468976,0.4289386,0.003087259,0.22508734,0.0005729301],"about_ca_topic_score_codex":0.0048536756,"about_ca_topic_score_gemma":0.017242914,"teacher_disagreement_score":0.02006424,"about_ca_system_score_codex":0.0017000766,"about_ca_system_score_gemma":0.0047677,"threshold_uncertainty_score":0.067121565},"labels":[],"label_agreement":null},{"id":"W2017082895","doi":"10.7901/2169-3358-2001-2-1375","title":"A REVIEW OF OIL-IN-WATER MONITORING TECHNIQUES","year":2001,"lang":"en","type":"review","venue":"International Oil Spill Conference Proceedings","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Fluorometer; Diesel fuel; Petroleum; Environmental science; Hydrocarbon; Fuel oil; Chemistry; Pulp and paper industry; Petroleum engineering; Waste management; Geology; Fluorescence; Engineering","score_opus":0.0692552849421544,"score_gpt":0.3486984151519585,"score_spread":0.2794431302098041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017082895","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011415181,0.9881237,0.007180177,0.00026003612,0.00028060918,0.00004319032,0.00009938402,0.00008881013,0.0027824496],"genre_scores_gemma":[0.0049602417,0.98264194,0.009008696,0.00022210245,0.00026624856,0.00008998817,0.00015699246,0.000020546595,0.0026333474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982681,0.00020713727,0.0001843813,0.0003884226,0.00089180487,0.00006014848],"domain_scores_gemma":[0.99837226,0.00066757493,0.00022826956,0.000084417145,0.00059331727,0.00005427216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018593752,0.0015056925,0.0025893988,0.006213243,0.000642462,0.0013677881,0.0028940649,0.0014633449,0.003498995],"category_scores_gemma":[0.0022634713,0.00083083875,0.00091078825,0.0050039887,0.00081906485,0.0026144413,0.0006693039,0.0011366095,0.0044533806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000483427,0.00009296783,0.00052776706,0.012824631,0.00008709431,0.0002373333,0.00006358443,0.0004185358,0.010467887,0.00092278974,0.0060667926,0.9682424],"study_design_scores_gemma":[0.000019068963,0.00040652585,0.0044145035,0.0035387517,0.00024084756,0.0039768815,0.00018776559,0.00097424653,0.02701624,0.0017036883,0.95740277,0.00011879575],"about_ca_topic_score_codex":0.0018926437,"about_ca_topic_score_gemma":0.0020715373,"teacher_disagreement_score":0.006213243,"about_ca_system_score_codex":0.0006145929,"about_ca_system_score_gemma":0.0011275933,"threshold_uncertainty_score":0.011705339},"labels":[],"label_agreement":null},{"id":"W2018966235","doi":"10.7901/2169-3358-2014.1.50","title":"25 years of collaboration: the Pacific States/British Columbia Oil Spill Task Force 1989–2014","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Task force; Oil spill; BARGE; West coast; Task (project management); Environmental resource management; Environmental planning; Environmental protection; Business; Geography; Political science; Engineering; Oceanography; Environmental science; Public administration","score_opus":0.006195359851914225,"score_gpt":0.2078530075733412,"score_spread":0.20165764772142697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018966235","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17389095,0.027704123,0.004933225,0.5595787,0.01036025,0.0037257473,0.011355081,0.0003927935,0.20805907],"genre_scores_gemma":[0.65694857,0.030762864,0.00907888,0.06214911,0.0027029205,0.0066948184,0.026933974,0.0005621759,0.20416665],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.97270817,0.004985435,0.001518233,0.0015858652,0.010293448,0.008908952],"domain_scores_gemma":[0.9311939,0.0049967743,0.0038029237,0.0019255361,0.03185688,0.026224004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03404098,0.0009760788,0.00063977164,0.003727994,0.017387426,0.007388459,0.002879453,0.005017225,0.008867901],"category_scores_gemma":[0.023166789,0.0011408231,0.00043603085,0.0061744144,0.002821561,0.0028492499,0.014439496,0.0058893766,0.0029200187],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019576769,0.0003629967,0.044661254,0.00059559476,0.00009840373,0.0008254557,0.02508815,0.0010510632,0.0011680803,0.0045077763,0.7560421,0.16540325],"study_design_scores_gemma":[0.000050754912,0.00008582729,0.06811082,0.001183848,0.000017082759,0.00010504363,0.04987353,0.00023328206,0.00029623337,0.0007325095,0.87921655,0.00009430942],"about_ca_topic_score_codex":0.7766362,"about_ca_topic_score_gemma":0.8767754,"teacher_disagreement_score":0.22336382,"about_ca_system_score_codex":0.03175064,"about_ca_system_score_gemma":0.18593878,"threshold_uncertainty_score":0.44935846},"labels":[],"label_agreement":null},{"id":"W2019289999","doi":"10.7901/2169-3358-2011-1-288","title":"SS Princess Kathleen and Ex-USS Chehalis-Guideposts to Wreck Oil Removal","year":2011,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ex parte; Oil spill; Art; Engineering; Political science; Petroleum engineering; Law","score_opus":0.029259163861158306,"score_gpt":0.24348277536998453,"score_spread":0.2142236115088262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019289999","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19161993,0.005324715,0.0037698548,0.1443544,0.0099262325,0.0007402303,0.0011664586,0.0012330684,0.6418651],"genre_scores_gemma":[0.15389307,0.0027182156,0.0047073276,0.011827935,0.00045596837,0.00013082258,0.00042908965,0.00011062584,0.82572705],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99956185,0.000047625315,0.000014553476,0.000048547965,0.0001749904,0.00015239678],"domain_scores_gemma":[0.99916565,0.000041781266,0.00004314271,0.000029879324,0.0003031397,0.0004164238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000552422,0.00039095533,0.00013523975,0.00056557584,0.0064692707,0.0013461174,0.00064601947,0.0018250932,0.0671634],"category_scores_gemma":[0.0011271004,0.00026426834,0.00023070283,0.00021572346,0.00059031136,0.00079606136,0.0024114777,0.0022128262,0.009813574],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009643429,0.00024614323,0.012731252,0.00016447998,0.000016816104,0.0036469945,0.0037815352,0.00022037746,0.0034283744,0.003185309,0.833793,0.13868926],"study_design_scores_gemma":[0.0000070375972,0.00013054274,0.009861043,0.00013354688,0.00000532182,0.00087413244,0.010341734,0.00013138405,0.0008669636,0.0004100033,0.97721964,0.0000185938],"about_ca_topic_score_codex":0.093677655,"about_ca_topic_score_gemma":0.31781316,"teacher_disagreement_score":0.093677655,"about_ca_system_score_codex":0.001953481,"about_ca_system_score_gemma":0.008049163,"threshold_uncertainty_score":0.224684},"labels":[],"label_agreement":null},{"id":"W2022190379","doi":"10.7901/2169-3358-2008-1-509","title":"THEORETICAL FOUNDATION FOR PREDICTING DISPERSION EFFECTIVENESS DUE TO WAVES","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Dissipation; Dispersion (optics); Breakup; Kinetic energy; Mechanics; Salient; Energy (signal processing); Variable (mathematics); Statistical physics; Physics; Thermodynamics; Mathematics; Computer science; Classical mechanics; Optics; Mathematical analysis; Statistics; Artificial intelligence","score_opus":0.014257018105596715,"score_gpt":0.2517686828096483,"score_spread":0.2375116647040516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022190379","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29260224,0.00059891376,0.6725545,0.0016336013,0.00011904298,0.00011625652,0.00035508265,0.00032267926,0.03169773],"genre_scores_gemma":[0.9838058,0.00035210003,0.0133316545,0.000089439425,0.00006119876,0.00011165661,0.00010239075,0.000035291847,0.0021104475],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996673,0.00007065794,0.000018209264,0.00005650764,0.00013664142,0.000050687388],"domain_scores_gemma":[0.9971865,0.00201875,0.0002447849,0.0001343487,0.0003294805,0.000086087035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012288744,0.0004105375,0.00044997167,0.0015434156,0.0006788815,0.0008718511,0.0009569702,0.0014710481,0.004244869],"category_scores_gemma":[0.009060571,0.0004001014,0.000534074,0.0006654743,0.0014634541,0.0018865815,0.0009394241,0.00089810154,0.0004912452],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014470243,0.000039131257,0.0019249439,0.00003278738,0.000011005399,0.0000746506,0.00003905729,0.9239419,0.0012836417,0.067813955,0.00038243036,0.0044420846],"study_design_scores_gemma":[0.0000026102205,0.000006742831,0.00024260445,0.000004722853,0.0000016268178,0.000009624528,0.000011009274,0.9842481,0.00011410814,0.01526959,0.00008535211,0.000003867403],"about_ca_topic_score_codex":0.0058787526,"about_ca_topic_score_gemma":0.0017107201,"teacher_disagreement_score":0.0058787526,"about_ca_system_score_codex":0.001200093,"about_ca_system_score_gemma":0.0008460085,"threshold_uncertainty_score":0.014200509},"labels":[],"label_agreement":null},{"id":"W2022247567","doi":"10.7901/2169-3358-2001-1-115","title":"Fate and Persistence of Long-Term Spilled Metula Oil in the Marine Salt Marsh Environment: Degradation of Petroleum Biomarkers","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Salt marsh; Environmental chemistry; Petroleum; Marsh; Environmental science; Biodegradation; Chemistry; Ecology; Biology; Organic chemistry","score_opus":0.018193948098091533,"score_gpt":0.2259647939268321,"score_spread":0.20777084582874059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022247567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99977297,0.000023507033,0.000042314074,0.0000026287003,3.2952028e-7,0.0000013473224,0.000083942534,0.0000017180104,0.00007133043],"genre_scores_gemma":[0.999044,0.00004247722,0.00015127797,0.0000044675803,5.635099e-7,0.0000033581086,0.00022304791,0.00000140617,0.00052942836],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999466,0.000004590366,0.0000040591435,0.000014473041,0.00001664017,0.000013557436],"domain_scores_gemma":[0.9998337,0.00001081368,0.000054590044,0.000009299864,0.000057140736,0.00003444882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010432598,0.00016163748,0.00013975636,0.00039858813,0.00023171626,0.0002833142,0.00011878241,0.00017726801,0.00061951147],"category_scores_gemma":[0.00017624583,0.000085723084,0.00010040418,0.00027650408,0.0001424036,0.00020004112,0.00021092388,0.00015100709,0.0001783609],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005091348,0.00006255549,0.19360964,0.000031556523,0.000029195811,0.00017034455,0.00024135227,0.00022106811,0.79946935,0.000026344644,0.000030411582,0.005599102],"study_design_scores_gemma":[0.000004465797,0.00070941175,0.8730414,0.0000057582374,0.000022771035,0.00015596226,0.00039362986,0.0006654428,0.12437348,0.000017571643,0.00059977407,0.0000103467455],"about_ca_topic_score_codex":0.008757906,"about_ca_topic_score_gemma":0.014850848,"teacher_disagreement_score":0.008757906,"about_ca_system_score_codex":0.00026328024,"about_ca_system_score_gemma":0.0001700977,"threshold_uncertainty_score":0.017413914},"labels":[],"label_agreement":null},{"id":"W2025752451","doi":"10.7901/2169-3358-2001-2-975","title":"PROPERTIES OF CRUDE OIL AND OIL PRODUCTS (NOT JUST ANOTHER PRETTY DATABASE)","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Crude oil; Oil spill; Environmental science; Database; Flash point; Scrutiny; Computer science; Petroleum engineering; Chemistry; Engineering; Environmental protection; Organic chemistry","score_opus":0.03858907056717492,"score_gpt":0.2406983335405921,"score_spread":0.2021092629734172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025752451","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039371382,0.002456552,0.003999708,0.00024065387,0.0001095221,0.00015117048,0.92036563,0.0025305175,0.030774802],"genre_scores_gemma":[0.08221449,0.0028912053,0.007854536,0.00013560709,0.00005460556,0.00014206866,0.8917766,0.00028376104,0.014647089],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890566,0.000052357846,0.000272662,0.000186731,0.00050553674,0.000077124016],"domain_scores_gemma":[0.99547654,0.0005997717,0.00057538634,0.0008313964,0.0022752264,0.00024155485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074832316,0.0007240315,0.0006368552,0.008790257,0.00038553638,0.0020544748,0.00073360605,0.00043411812,0.024402011],"category_scores_gemma":[0.003610343,0.00025235486,0.00044443822,0.014805988,0.00018472872,0.0020423916,0.000624837,0.00037050297,0.023478227],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017327383,0.0005525235,0.16755958,0.0046253535,0.0002747778,0.0007309311,0.00032969294,0.0050972817,0.025985966,0.0070843427,0.25249097,0.53353584],"study_design_scores_gemma":[0.00006929304,0.00020774505,0.16001269,0.0004089504,0.00013162971,0.0008293596,0.00044622982,0.003415959,0.03203384,0.002302092,0.80000573,0.00013642703],"about_ca_topic_score_codex":0.015243552,"about_ca_topic_score_gemma":0.009252391,"teacher_disagreement_score":0.024402011,"about_ca_system_score_codex":0.0007840456,"about_ca_system_score_gemma":0.0016685734,"threshold_uncertainty_score":0.08163291},"labels":[],"label_agreement":null},{"id":"W2026048069","doi":"10.7901/2169-3358-2008-1-435","title":"SELECTION AND USE OF SHORELINE TREATMENT ENDPOINTS FOR OIL SPILL RESPONSE","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Context (archaeology); Shore; Selection (genetic algorithm); Process (computing); Terminology; Computer science; Environmental science; Operations research; Environmental resource management; Engineering; Geography; Artificial intelligence; Geology","score_opus":0.040087436474694246,"score_gpt":0.26175269196292617,"score_spread":0.2216652554882319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026048069","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39810476,0.001234216,0.53688604,0.0009845791,0.0003414961,0.010503024,0.003589108,0.000999044,0.04735777],"genre_scores_gemma":[0.6340028,0.0009324992,0.34636378,0.00029233823,0.000059731392,0.008098086,0.0026407924,0.00020129608,0.007408621],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9773981,0.013579407,0.0019516832,0.0007295074,0.0058877524,0.00045362828],"domain_scores_gemma":[0.9673793,0.013864217,0.0044109556,0.0017534287,0.011835074,0.00075690856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020999745,0.0007093073,0.0009107427,0.0033464374,0.00092955667,0.0026651197,0.00097218866,0.00068770925,0.0023938091],"category_scores_gemma":[0.034391373,0.00022406188,0.0005862782,0.0022343083,0.00076801114,0.0011281569,0.0019741866,0.0009276483,0.0009578573],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004580544,0.0021700875,0.17089336,0.0024739217,0.00020081332,0.00057574245,0.0034359402,0.024712184,0.11352484,0.019421035,0.009514897,0.64849657],"study_design_scores_gemma":[0.00051318435,0.02128691,0.3458072,0.0019804172,0.0003789562,0.0006483018,0.00845196,0.065239556,0.42143872,0.022293031,0.11116772,0.00079406647],"about_ca_topic_score_codex":0.001205309,"about_ca_topic_score_gemma":0.0022221475,"teacher_disagreement_score":0.020999745,"about_ca_system_score_codex":0.0011421856,"about_ca_system_score_gemma":0.0017785489,"threshold_uncertainty_score":0.11105859},"labels":[],"label_agreement":null},{"id":"W2027390803","doi":"10.7901/2169-3358-2001-1-315","title":"Anaerobic Biodegradation of Vegetable Oil Spills","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biodegradation; Environmental science; Petroleum; Sedimentation; Vegetable oil; Sediment; Anaerobic exercise; Environmental chemistry; Waste management; Pulp and paper industry; Chemistry; Geology","score_opus":0.014849851989255378,"score_gpt":0.2318174677825614,"score_spread":0.21696761579330603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027390803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99806494,0.0001360508,0.0005816937,0.000010734045,0.0000033476683,0.000009653129,0.0002174764,0.000012561607,0.0009636399],"genre_scores_gemma":[0.99651885,0.00020724595,0.0007966605,0.000008290106,0.0000010443835,0.00000519449,0.00035824807,0.0000063495804,0.002097995],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997305,0.000025574025,0.000016870223,0.000047221212,0.000106814434,0.000072925985],"domain_scores_gemma":[0.99982303,0.00002162747,0.000041923664,0.000008901955,0.00007085973,0.00003355681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017177354,0.00032761492,0.00020528818,0.0004464692,0.00029993788,0.00047297255,0.00011735541,0.00014867423,0.000831915],"category_scores_gemma":[0.0002924931,0.000094218994,0.00013803503,0.00043233362,0.00017872149,0.00016971423,0.00029025355,0.00017211866,0.00021831426],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005331272,0.000060128383,0.009264288,0.00006238539,0.000010980131,0.00015308862,0.00012296501,0.00062120456,0.9829738,0.000072412775,0.000035005345,0.0060905227],"study_design_scores_gemma":[0.000009530872,0.00059491006,0.02839175,0.000014202868,0.000020614583,0.00012691396,0.00035749297,0.0013405035,0.96715105,0.00007602324,0.0019065946,0.0000103740695],"about_ca_topic_score_codex":0.02513781,"about_ca_topic_score_gemma":0.025736403,"teacher_disagreement_score":0.02513781,"about_ca_system_score_codex":0.00048293118,"about_ca_system_score_gemma":0.0006602574,"threshold_uncertainty_score":0.049982965},"labels":[],"label_agreement":null},{"id":"W2027473514","doi":"10.7901/2169-3358-2003-1-245","title":"Integrating Data, Resources, and Capabilities in the Great Lakes: Impacting Federal, State, Tribal, Local, and Private Partnerships through the Area Committee","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Watershed; Recreation; Superfund; Environmental planning; Business; Remedial action; Environmental protection; Environmental science; Environmental resource management; Hazardous waste; Ecology; Engineering; Environmental remediation; Waste management; Contamination","score_opus":0.05673507768162668,"score_gpt":0.27027716614150493,"score_spread":0.21354208845987827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027473514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54438883,0.0021136072,0.019048816,0.098386556,0.00041437926,0.0014743884,0.0007757979,0.0011499453,0.33224767],"genre_scores_gemma":[0.95844054,0.0009491347,0.013952262,0.0030626978,0.00012764485,0.00041793223,0.00056817866,0.00016945502,0.022312148],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9739,0.0174215,0.00070014107,0.0009574363,0.003833119,0.003187813],"domain_scores_gemma":[0.9471916,0.014122691,0.0034340697,0.0040214,0.010971278,0.020258933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.031501606,0.0003643029,0.0002355624,0.0026665714,0.006217997,0.015628537,0.0023867756,0.0015875992,0.007452018],"category_scores_gemma":[0.025440002,0.0005166597,0.00030912337,0.0032757777,0.004230513,0.007295951,0.019519033,0.0016173566,0.00082909013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025899077,0.0012627927,0.2114687,0.00040135623,0.00029332476,0.0010288397,0.058133457,0.011979996,0.0040021394,0.099012084,0.1701914,0.44196692],"study_design_scores_gemma":[0.00006628996,0.00043796885,0.08547568,0.0005241491,0.00010030662,0.00020653509,0.15867504,0.011694517,0.0020663831,0.018369725,0.72226465,0.00011865889],"about_ca_topic_score_codex":0.12377407,"about_ca_topic_score_gemma":0.15650779,"teacher_disagreement_score":0.12377407,"about_ca_system_score_codex":0.010421037,"about_ca_system_score_gemma":0.045891803,"threshold_uncertainty_score":0.24610722},"labels":[],"label_agreement":null},{"id":"W2030036914","doi":"10.7901/2169-3358-2003-1-1055","title":"Taking a Step Back. Exercises as Training Opportunities.","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Guard (computer science); Terrorism; Work (physics); Psychology; Coast guard; Applied psychology; Engineering; Computer science; Political science","score_opus":0.25708461792784654,"score_gpt":0.41447221916434424,"score_spread":0.1573876012364977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030036914","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23237099,0.0077311886,0.089348085,0.036707733,0.008480255,0.011021142,0.0019747075,0.0076383273,0.6047275],"genre_scores_gemma":[0.431285,0.006017836,0.28390676,0.01745893,0.0009538432,0.011323868,0.0015850744,0.0008574773,0.24661118],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711776,0.0014228588,0.00013372359,0.00029027867,0.0006261301,0.00040915614],"domain_scores_gemma":[0.99644864,0.0013185076,0.00027356416,0.00027127998,0.00043311267,0.0012548587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035344334,0.00087983836,0.00044173,0.0008487295,0.0018278282,0.0029220576,0.0018167677,0.0019976804,0.031296186],"category_scores_gemma":[0.007327171,0.00042348186,0.0006765076,0.0004991143,0.0012387076,0.002459978,0.00523596,0.00272701,0.014594484],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045881668,0.0042644013,0.0014221417,0.0027329307,0.000022741975,0.00048664198,0.016937582,0.0005885448,0.006493336,0.008967992,0.18105464,0.77657014],"study_design_scores_gemma":[0.00040809382,0.0027406772,0.012337595,0.0036761102,0.00006097109,0.0010644947,0.01840834,0.0016041903,0.007372537,0.0121531375,0.9400188,0.00015514108],"about_ca_topic_score_codex":0.00065843476,"about_ca_topic_score_gemma":0.0032212024,"teacher_disagreement_score":0.031296186,"about_ca_system_score_codex":0.00087854493,"about_ca_system_score_gemma":0.0016463365,"threshold_uncertainty_score":0.104696214},"labels":[],"label_agreement":null},{"id":"W2030504629","doi":"10.7901/2169-3358-2014.1.1441","title":"Update on Developing and Commercializing Oil Herders for In-Situ Burning","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Herding; Product (mathematics); Environmental science; Schedule; Business; Aeronautics; Operations management; Engineering; Geography; Computer science; Archaeology","score_opus":0.02127570583488589,"score_gpt":0.2599614775154445,"score_spread":0.23868577168055863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030504629","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10397587,0.10085239,0.053620707,0.080229014,0.015158857,0.0070639043,0.015246573,0.013215607,0.610637],"genre_scores_gemma":[0.12962672,0.14776644,0.17913453,0.025507623,0.0055414718,0.0030471398,0.03717694,0.0027823749,0.46941683],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99534565,0.0005274554,0.0004912624,0.0003640857,0.002880831,0.00039073845],"domain_scores_gemma":[0.9844492,0.0027937952,0.0020504105,0.0007852931,0.008660698,0.001260537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011024806,0.0008735354,0.00040568458,0.0034330771,0.0010019582,0.0032881033,0.0033006382,0.0029916156,0.027610082],"category_scores_gemma":[0.012971034,0.0006930563,0.0007053,0.0019125493,0.00053870963,0.003907716,0.0016988574,0.0024959014,0.011505822],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018652498,0.0009705416,0.0035976456,0.0011656277,0.000024927102,0.00035818957,0.0004295878,0.00041201978,0.017631887,0.002893571,0.1976294,0.77470005],"study_design_scores_gemma":[0.000015925967,0.00039758772,0.0030193864,0.0003825367,0.000024671117,0.00018122658,0.00014671012,0.00014337228,0.0055049416,0.00016446307,0.99000084,0.000018351775],"about_ca_topic_score_codex":0.012201407,"about_ca_topic_score_gemma":0.022201782,"teacher_disagreement_score":0.027610082,"about_ca_system_score_codex":0.0017564703,"about_ca_system_score_gemma":0.004126517,"threshold_uncertainty_score":0.09236497},"labels":[],"label_agreement":null},{"id":"W2032759989","doi":"10.7901/2169-3358-2001-1-323","title":"Remediation of an Oil-Contaminated Experimental Freshwater Wetland: II. Habitat Recovery and Toxicity Reduction","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"","keywords":"Environmental remediation; Nutrient; Amendment; Phragmites; Environmental science; Nitrate; Environmental chemistry; Phosphorus; Wetland; Agronomy; Contamination; Biology; Ecology; Chemistry","score_opus":0.011483760304294845,"score_gpt":0.23056395991710343,"score_spread":0.21908019961280858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032759989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99955267,0.000012405245,0.00022050856,0.000010554332,0.0000040579584,0.000045317123,0.00004798577,0.000013818332,0.000092654525],"genre_scores_gemma":[0.99752134,0.00004495867,0.0014922211,0.000022921355,0.0000042314164,0.00006182885,0.00012296262,0.0000060207976,0.0007234431],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997681,0.00003686284,0.00002144219,0.00005566335,0.000058531234,0.000059407343],"domain_scores_gemma":[0.9996754,0.0000405688,0.00009159548,0.0000344002,0.00006956544,0.00008837133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002180293,0.00047137312,0.0005201656,0.00025239214,0.0003521214,0.0003332956,0.00053786434,0.00027086472,0.0007231023],"category_scores_gemma":[0.00033565462,0.00015347076,0.00028326802,0.0001655001,0.00041190445,0.00018743266,0.0003284261,0.00036793083,0.000103026454],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021406412,0.0010775009,0.0018906773,0.00007879678,0.000021309559,0.000059764076,0.000055554567,0.00042778032,0.99156296,0.00002239969,0.00003106795,0.0026315264],"study_design_scores_gemma":[0.00032370954,0.026998984,0.02725087,0.00000742231,0.0000643055,0.00011755151,0.0001657157,0.0025849685,0.94153666,0.000038270577,0.00088514347,0.000026342193],"about_ca_topic_score_codex":0.009191084,"about_ca_topic_score_gemma":0.011370298,"teacher_disagreement_score":0.009191084,"about_ca_system_score_codex":0.0005556171,"about_ca_system_score_gemma":0.00077068486,"threshold_uncertainty_score":0.018275201},"labels":[],"label_agreement":null},{"id":"W2032950485","doi":"10.7901/2169-3358-2001-1-41","title":"Improving the Safety of Marine Pilotage","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Task force; Pilotage; Workgroup; West coast; East coast; Geography; Engineering; Management; Political science; Public administration; Oceanography; Physical geography","score_opus":0.06149922488610898,"score_gpt":0.3284126783915682,"score_spread":0.2669134535054592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032950485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8875194,0.0018295599,0.02495343,0.01673135,0.0004093567,0.001410292,0.00042893342,0.0009885316,0.06572911],"genre_scores_gemma":[0.98613167,0.00092816097,0.0070409034,0.0004972927,0.00010657174,0.00017818192,0.00020037581,0.000023912862,0.0048927697],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9909277,0.005603118,0.0003819577,0.00031796226,0.0021400512,0.00062931434],"domain_scores_gemma":[0.95565134,0.01486671,0.0055709877,0.002329268,0.019046498,0.0025351886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010602709,0.00046328976,0.00028787766,0.0017341635,0.002267101,0.0019290311,0.0009301623,0.0006918448,0.008914299],"category_scores_gemma":[0.06263243,0.0001720135,0.00023251095,0.0007709457,0.00081461424,0.0013642391,0.0019367362,0.0006206074,0.0013160727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005488105,0.0014155116,0.1876599,0.0005197119,0.00004195328,0.0003225217,0.005399265,0.0047974703,0.0030422336,0.0018437145,0.031241616,0.76316726],"study_design_scores_gemma":[0.00027099258,0.012205633,0.67401195,0.0027042036,0.00018528318,0.0008623127,0.05595679,0.023238445,0.015459346,0.01024303,0.20469768,0.00016429824],"about_ca_topic_score_codex":0.026220702,"about_ca_topic_score_gemma":0.02307757,"teacher_disagreement_score":0.026220702,"about_ca_system_score_codex":0.0023185515,"about_ca_system_score_gemma":0.007424092,"threshold_uncertainty_score":0.05607319},"labels":[],"label_agreement":null},{"id":"W2033155528","doi":"10.7901/2169-3358-2014.1.901","title":"Simulating the Behaviour and Fate of an Oil Spill Using a Coupled Three-Dimensional Hydrodynamic Model","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tetra Tech (Canada)","funders":"","keywords":"Estuary; Inflow; Dispersion (optics); Water column; Dissolution; Geology; Waves and shallow water; Plume; Weathering; Environmental science; Hydrology (agriculture); Oceanography; Meteorology; Geotechnical engineering; Geomorphology; Chemistry","score_opus":0.01925459742838535,"score_gpt":0.2515091467733638,"score_spread":0.23225454934497844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033155528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94558936,0.00007540533,0.0428578,0.00027877436,0.000036805675,0.00012235713,0.00084302516,0.00046645646,0.009729922],"genre_scores_gemma":[0.9904964,0.000054451088,0.0068128123,0.000053839663,0.0000072584276,0.0001016389,0.00031360745,0.00003061679,0.0021295545],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984837,0.0000329032,0.000010483021,0.000027817576,0.00003288846,0.000047503134],"domain_scores_gemma":[0.9994623,0.00022126253,0.00006786008,0.000038900074,0.000109526634,0.0001001546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028782798,0.00060502876,0.00062975165,0.00067775336,0.000927499,0.0012614953,0.0010562848,0.0018303335,0.0020803974],"category_scores_gemma":[0.0009882334,0.000573413,0.0009418322,0.0006214763,0.0010498961,0.00058402,0.0010635538,0.00083944626,0.00018559239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016378079,0.000017670021,0.0010142764,0.000003949888,0.000009240131,0.00002251971,0.000010197058,0.9979658,0.0003719913,0.00021824177,0.000036892103,0.00031286772],"study_design_scores_gemma":[0.000008658251,0.0000071571762,0.00022233983,6.9450715e-7,0.0000035598243,0.0000020139091,0.0000058893097,0.9995271,0.00010907455,0.00006183676,0.000048344566,0.0000034097322],"about_ca_topic_score_codex":0.13696069,"about_ca_topic_score_gemma":0.0501023,"teacher_disagreement_score":0.13696069,"about_ca_system_score_codex":0.0022429351,"about_ca_system_score_gemma":0.0020854918,"threshold_uncertainty_score":0.27232695},"labels":[],"label_agreement":null},{"id":"W2033535933","doi":"10.7901/2169-3358-2001-2-991","title":"CHARACTERIZATION OF OIL-MINERAL AGGREGATES","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Oil droplet; Mineral; Mineral oil; Aggregate (composite); Buoyancy; Characterization (materials science); Materials science; Mineralogy; Chemical engineering; Chemistry; Nanotechnology; Emulsion; Organic chemistry; Metallurgy","score_opus":0.01258283903788456,"score_gpt":0.22585898247224004,"score_spread":0.21327614343435547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033535933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874951,0.0005852112,0.0102996975,0.00002471081,0.0000109818275,0.00003319509,0.00031449334,0.00005830539,0.0011783709],"genre_scores_gemma":[0.9921934,0.000278181,0.0057944064,0.000016321841,0.000004637709,0.00002117368,0.0003987638,0.000017165376,0.0012759935],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998925,0.000007393285,0.000007584718,0.000027709184,0.000047163867,0.000017593455],"domain_scores_gemma":[0.9998017,0.000033796616,0.000042446805,0.000012934647,0.00008548339,0.000023706523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011617696,0.000103192215,0.00010598841,0.00050857395,0.00018101826,0.0002537143,0.0001248581,0.0001283279,0.0005648276],"category_scores_gemma":[0.0002708869,0.00006741612,0.00009368031,0.00023759359,0.00009144655,0.00019113984,0.00013965405,0.00012541235,0.00017249506],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028995035,0.000007937717,0.0020520284,0.000017318895,0.0000034382365,0.000035727957,0.000029330384,0.00008016795,0.9953126,0.000053454525,0.00002531511,0.0023537674],"study_design_scores_gemma":[0.000003484143,0.00007211595,0.015921114,0.0000051132765,0.000010503056,0.00011770771,0.000090403824,0.0022276985,0.9798356,0.000058193677,0.001653135,0.000004950502],"about_ca_topic_score_codex":0.0014542346,"about_ca_topic_score_gemma":0.0013039353,"teacher_disagreement_score":0.0014542346,"about_ca_system_score_codex":0.000128376,"about_ca_system_score_gemma":0.000099740675,"threshold_uncertainty_score":0.0028915405},"labels":[],"label_agreement":null},{"id":"W2036487733","doi":"10.7901/2169-3358-2005-1-831","title":"FULL SCALE IMPLEMENTATION OF STATE-OF-THE-ART MECHANICAL OIL SPILL RESPONSE TECHNOLOGY ON THE NORWEGIAN CONTINENTAL SHELF","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Society of Petroleum Engineers","keywords":"Norwegian; Full scale; Scale (ratio); Oil spill; Environmental science; Submarine pipeline; Boom; Oil boom; Research program; Petroleum; Phase (matter); Oceanography; Marine engineering; Engineering; Geology; Geography; Environmental protection; Environmental engineering; Cartography","score_opus":0.00954122982512129,"score_gpt":0.24834675203282383,"score_spread":0.23880552220770254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036487733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99228185,0.00009460583,0.0031232538,0.00006526087,0.000026844891,0.00033442688,0.00027328258,0.00018663892,0.0036137053],"genre_scores_gemma":[0.98049957,0.00016490926,0.014847072,0.00004971621,0.000008202569,0.00017051895,0.0008267467,0.00002544999,0.0034078984],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99860436,0.00023995167,0.00007059903,0.00019110958,0.00067747344,0.00021655676],"domain_scores_gemma":[0.99910516,0.000099101984,0.00007159974,0.00017153229,0.00041236967,0.00014032942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020596813,0.00038594528,0.00028745172,0.0004920412,0.0005368052,0.0007362089,0.0009780104,0.0005942236,0.0029334899],"category_scores_gemma":[0.0011815003,0.00020148138,0.0006764847,0.00032834787,0.00047397654,0.0005488814,0.00070988684,0.00041709383,0.0006090118],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001705999,0.0040034894,0.033640962,0.0005472043,0.00012726338,0.0007750468,0.0007580545,0.02169499,0.79212886,0.00043250926,0.0015921078,0.14259365],"study_design_scores_gemma":[0.00063065777,0.053191002,0.33788714,0.000104134226,0.00023246337,0.00049787964,0.0026272521,0.02533145,0.536301,0.00019431415,0.04283929,0.00016347013],"about_ca_topic_score_codex":0.024006624,"about_ca_topic_score_gemma":0.037835523,"teacher_disagreement_score":0.024006624,"about_ca_system_score_codex":0.0016880063,"about_ca_system_score_gemma":0.0014628774,"threshold_uncertainty_score":0.047733784},"labels":[],"label_agreement":null},{"id":"W2037768411","doi":"10.7901/2169-3358-2001-2-1445","title":"NATURAL DISPERSION OF OIL IN A FRESHWATER ECOSYSTEM: DESAGUADERO PIPELINE SPILL, BOLIVIA","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Environmental science; Residual oil; Flood myth; Dispersion (optics); Hydrology (agriculture); Oil field; Geology; Petroleum engineering; Geotechnical engineering; Geography","score_opus":0.011590141732757643,"score_gpt":0.23099534983554584,"score_spread":0.2194052081027882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037768411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99882954,0.00012613086,0.000051469637,0.000051027328,0.0000015452343,0.000016891016,0.0001667621,0.000005650238,0.00075102266],"genre_scores_gemma":[0.999156,0.00013369313,0.00015952629,0.000029082112,0.0000014357248,0.000013817131,0.00018717046,0.0000017574554,0.00031753103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99982125,0.00002675587,0.0000114972445,0.000044943914,0.000032352134,0.00006336071],"domain_scores_gemma":[0.99979347,0.000017719274,0.00010270344,0.000016726812,0.000035614812,0.000033763707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026476692,0.00018774622,0.00022244414,0.0008357275,0.000782951,0.0006842737,0.00042906366,0.00026940362,0.00055135787],"category_scores_gemma":[0.00040555868,0.00020369269,0.00016664897,0.0011565413,0.0009312259,0.0004037318,0.0011690396,0.00029872102,0.00008713488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031717794,0.00016057877,0.93379915,0.00017032922,0.00014952722,0.0017222273,0.0046850387,0.00094745046,0.036532715,0.00026344924,0.00029570184,0.020956744],"study_design_scores_gemma":[0.0000101917185,0.000120507284,0.99496835,0.000017570255,0.000012689085,0.00013753273,0.0025430806,0.00021259088,0.0005740504,0.0000473623,0.0013485331,0.0000074658415],"about_ca_topic_score_codex":0.13214001,"about_ca_topic_score_gemma":0.20369677,"teacher_disagreement_score":0.13214001,"about_ca_system_score_codex":0.0043247086,"about_ca_system_score_gemma":0.001445457,"threshold_uncertainty_score":0.26274174},"labels":[],"label_agreement":null},{"id":"W2039345982","doi":"10.7901/2169-3358-2014.1.1846","title":"CAN OIL SPILL RESPONSE PLANS BE FUNCTIONAL AND REGULATORY COMPLIANT?","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada); ConocoPhillips (Canada)","funders":"","keywords":"Workgroup; Oil spill; Computer science; Incident response; Task (project management); Task force; Plan (archaeology); Event (particle physics); Disaster response; Operations research; Business; Risk analysis (engineering); Environmental science; Engineering; Emergency management; Computer security; Political science; Environmental protection; Geography","score_opus":0.019862639633721143,"score_gpt":0.22562990710232497,"score_spread":0.20576726746860383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039345982","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05721033,0.0025661967,0.0670643,0.46823794,0.0038853798,0.002060845,0.0017769788,0.002445795,0.39475235],"genre_scores_gemma":[0.8351029,0.002657379,0.057472523,0.06350793,0.0015825937,0.0021818266,0.0028757215,0.0005920695,0.03402713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9087229,0.041514974,0.007413271,0.0045420583,0.028205033,0.009601884],"domain_scores_gemma":[0.646892,0.15542637,0.04122653,0.029174482,0.111238725,0.016042003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13680735,0.0006803008,0.00056389405,0.003998895,0.006268533,0.020523543,0.004203928,0.008903091,0.018810093],"category_scores_gemma":[0.32085854,0.0012706865,0.0009676942,0.0034140784,0.0101057775,0.020264426,0.00753515,0.008477143,0.0068020755],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022516477,0.00052139314,0.02674953,0.0009296328,0.0000596646,0.0008076497,0.008757492,0.0065710917,0.0010125745,0.47956175,0.28968704,0.18511699],"study_design_scores_gemma":[0.0001695293,0.00041360228,0.048688058,0.0042004064,0.00007698271,0.0005207105,0.028842961,0.008123682,0.0020924094,0.18146078,0.7250268,0.00038406724],"about_ca_topic_score_codex":0.042792723,"about_ca_topic_score_gemma":0.033922512,"teacher_disagreement_score":0.13680735,"about_ca_system_score_codex":0.011612327,"about_ca_system_score_gemma":0.0526051,"threshold_uncertainty_score":0.7235151},"labels":[],"label_agreement":null},{"id":"W2039634451","doi":"10.7901/2169-3358-2001-1-363","title":"Tabletop Exercises-Preparing Through Play","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"International airport; Emergency response; Transport engineering; Disaster response; Aeronautics; Aviation; Emergency management; Environmental science; Business; Environmental planning; Engineering; Political science; Medical emergency","score_opus":0.09308800814096516,"score_gpt":0.3709510100982379,"score_spread":0.27786300195727276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039634451","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19179218,0.0028339585,0.11576058,0.005070504,0.0017461486,0.00737147,0.0047896127,0.014203743,0.6564318],"genre_scores_gemma":[0.4366369,0.004796931,0.20961477,0.0032798708,0.00065923214,0.009153794,0.00528285,0.0014123799,0.32916328],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989491,0.00033594412,0.000048838712,0.00016917635,0.00026315034,0.0002338183],"domain_scores_gemma":[0.99830556,0.000785019,0.00007989565,0.00013452744,0.00012244986,0.0005725516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000896557,0.0024114053,0.0007175718,0.0014592648,0.0011736059,0.004124221,0.0021950242,0.0016440072,0.08601039],"category_scores_gemma":[0.003434771,0.0003664903,0.00081517024,0.0007390826,0.0011443245,0.0020725953,0.004102235,0.0017487046,0.02443816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012226643,0.008714516,0.003275394,0.0018333939,0.000052152503,0.0018535402,0.016234437,0.003014173,0.013122404,0.012807279,0.28892985,0.6489402],"study_design_scores_gemma":[0.00083117373,0.0035531304,0.018029988,0.0024627803,0.00007467954,0.0026967335,0.02342001,0.0075018317,0.008025864,0.018215615,0.9148779,0.0003102366],"about_ca_topic_score_codex":0.00067475997,"about_ca_topic_score_gemma":0.001920269,"teacher_disagreement_score":0.08601039,"about_ca_system_score_codex":0.00058035104,"about_ca_system_score_gemma":0.000644299,"threshold_uncertainty_score":0.28773344},"labels":[],"label_agreement":null},{"id":"W2040565343","doi":"10.7901/2169-3358-2003-1-1297","title":"Fire Resistant Booms Tested in Flames at Ohmsett","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Navy","keywords":"Boom; Marine engineering; Environmental science; Navy; Nuclear engineering; Propane; Blanket; Materials science; Engineering; Composite material; Environmental engineering; Chemistry","score_opus":0.023688779100391858,"score_gpt":0.2742094924759305,"score_spread":0.25052071337553866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040565343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99662966,0.00008247729,0.0019609916,0.000012139139,0.00002605001,0.00013322875,0.00015436245,0.00010073797,0.0009003466],"genre_scores_gemma":[0.9889157,0.00012262906,0.007113092,0.00003274957,0.0000063814327,0.0001215495,0.00037519573,0.00005591408,0.0032568658],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994758,0.000062640254,0.000041394032,0.000109549415,0.00022027429,0.000090366506],"domain_scores_gemma":[0.99930346,0.00013445197,0.00010296037,0.00007530781,0.00027445078,0.00010942414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007307847,0.0006556257,0.00039500147,0.00072171923,0.0009296582,0.00029334432,0.00059316546,0.00053003064,0.0026501566],"category_scores_gemma":[0.00086203305,0.00026970095,0.0005363623,0.00023863999,0.00044283053,0.00041657747,0.00053747767,0.0004077297,0.00034701152],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017195044,0.0003529636,0.012038417,0.00022552784,0.000029689818,0.0005475813,0.00074909546,0.0011132866,0.9707663,0.00015489648,0.00026381214,0.012038843],"study_design_scores_gemma":[0.00007537496,0.0073654996,0.046688117,0.00003389086,0.000054077445,0.00028383752,0.0005363986,0.001441419,0.94010764,0.00003459636,0.0033331786,0.000045824825],"about_ca_topic_score_codex":0.0045753666,"about_ca_topic_score_gemma":0.010763472,"teacher_disagreement_score":0.0045753666,"about_ca_system_score_codex":0.00043783998,"about_ca_system_score_gemma":0.00032165818,"threshold_uncertainty_score":0.009097457},"labels":[],"label_agreement":null},{"id":"W2042647564","doi":"10.7901/2169-3358-2003-1-977","title":"Habitat Recovery in an Oil-Contaminated Salt Marsh Following Biorestoration Treatments","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Biotechnology Research Institute; National Research Council Canada; Bedford Institute of Oceanography; Environment and Climate Change Canada; Fisheries and Oceans Canada","funders":"U.S. Environmental Protection Agency","keywords":"Nutrient; Spartina alterniflora; Salt marsh; Biostimulation; Environmental science; Wetland; Bioremediation; Environmental remediation; Spartina; Petroleum; Environmental chemistry; Contamination; Marsh; Agronomy; Ecology; Chemistry; Biology","score_opus":0.01684382376072693,"score_gpt":0.24637519642067413,"score_spread":0.2295313726599472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042647564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997079,0.000017051161,0.00008107592,0.0000052934743,0.0000012988494,0.000008071822,0.000045931873,0.0000043380696,0.0001289188],"genre_scores_gemma":[0.9980835,0.00002976419,0.00039471587,0.000016444339,8.9275056e-7,0.000013474574,0.00028011913,0.0000024916471,0.0011784484],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99988675,0.00001395079,0.000007942646,0.000022282715,0.000026267675,0.00004276778],"domain_scores_gemma":[0.99972326,0.00002792743,0.00005758418,0.000018702514,0.00009892582,0.00007366267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013554844,0.00021126383,0.0002298214,0.00019907454,0.00030334076,0.00029877314,0.0002123722,0.00017291482,0.00064371625],"category_scores_gemma":[0.00032870303,0.000090970796,0.00015763365,0.00011382536,0.00022117479,0.0001354589,0.0002777337,0.00020998198,0.000112664624],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013657428,0.00023456753,0.018073516,0.000041205098,0.00002010326,0.00017747234,0.00031954862,0.00021882413,0.97463167,0.000031358937,0.000047290017,0.00483872],"study_design_scores_gemma":[0.000050924693,0.008212816,0.4565294,0.000013402566,0.00006789852,0.0002544827,0.0011114202,0.0023816903,0.52930444,0.000068366804,0.001971544,0.00003359433],"about_ca_topic_score_codex":0.045116074,"about_ca_topic_score_gemma":0.094849296,"teacher_disagreement_score":0.045116074,"about_ca_system_score_codex":0.00072791515,"about_ca_system_score_gemma":0.0006039991,"threshold_uncertainty_score":0.0897069},"labels":[],"label_agreement":null},{"id":"W2043879846","doi":"10.7901/2169-3358-2008-1-633","title":"EFFECTS OF CHEMICAL DISPERSANTS AND MINERAL FINES ON PARTITIONING OF PETROLEUM HYDROCARBONS IN NATURAL SEAWATER","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Dispersant; Asphaltene; Mineral oil; Oil droplet; Petroleum; Hydrocarbon; Seawater; Environmental chemistry; Chemistry; Particle (ecology); Water column; Chromatography; Chemical engineering; Organic chemistry; Dispersion (optics); Geology; Emulsion","score_opus":0.0074351939162125335,"score_gpt":0.20923010049601262,"score_spread":0.2017949065798001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043879846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992625,0.00015588835,0.00023658437,0.000009148498,0.000004191165,0.000012460446,0.00007996759,0.000004155956,0.00023517414],"genre_scores_gemma":[0.9983412,0.00020524519,0.0007986976,0.000015922884,0.000004016371,0.00001628097,0.00008986504,0.000004419357,0.0005243859],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997725,0.000055714845,0.000022582219,0.000053771477,0.00006858149,0.000027021604],"domain_scores_gemma":[0.999671,0.0001214256,0.00007348979,0.000018957913,0.000070702285,0.000044428372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022797592,0.00026177344,0.00019195057,0.00022951022,0.00023885828,0.00033730522,0.00015103228,0.00016888755,0.00055830827],"category_scores_gemma":[0.00044196015,0.00009191532,0.00017727849,0.000119224635,0.00024358607,0.00016652491,0.00020883091,0.00021542296,0.0000965028],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004154675,0.000044788063,0.0026166039,0.000044416385,0.000014302529,0.000021682788,0.000030392235,0.00033594252,0.99465287,0.000020387655,0.000012313371,0.0017907736],"study_design_scores_gemma":[0.000012408222,0.0011312262,0.013185875,0.0000060114617,0.000021116903,0.000025456815,0.00011002919,0.0009864899,0.98386234,0.00002556927,0.0006252061,0.000008333235],"about_ca_topic_score_codex":0.005151039,"about_ca_topic_score_gemma":0.0043689315,"teacher_disagreement_score":0.005151039,"about_ca_system_score_codex":0.0004348122,"about_ca_system_score_gemma":0.00035721235,"threshold_uncertainty_score":0.0102421045},"labels":[],"label_agreement":null},{"id":"W2045261922","doi":"10.7901/2169-3358-2003-1-591","title":"Planning for Shoreline Response to Spills in Arctic Environments","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tundra; Shore; Arctic; Coastal erosion; Geology; Peat; Oceanography; Physical geography; Permafrost; Erosion; Geography; Geomorphology; Archaeology","score_opus":0.0227662855122239,"score_gpt":0.2714122544882962,"score_spread":0.2486459689760723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045261922","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79954547,0.001266304,0.051187105,0.010570014,0.00031897362,0.0043119118,0.0039423686,0.0029844816,0.12587337],"genre_scores_gemma":[0.92569566,0.0012062516,0.049232055,0.0005049021,0.00004871494,0.001274055,0.0018313003,0.00012016622,0.020086816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992879,0.0002752667,0.00003952529,0.000056742443,0.0001052237,0.00023542024],"domain_scores_gemma":[0.99832517,0.00014924619,0.00023828192,0.00004793415,0.00046597375,0.000773458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097503496,0.00035206956,0.00025148274,0.0016746002,0.0020376407,0.0013089852,0.0008155524,0.00053642236,0.012180057],"category_scores_gemma":[0.0027989035,0.00027107992,0.00034830463,0.00087564794,0.00019506257,0.000843346,0.0015829967,0.00077496585,0.0020471828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007182474,0.0016087495,0.27341315,0.0005615861,0.00012632392,0.003285334,0.0062403097,0.047109902,0.010139388,0.0040029404,0.08812819,0.56466585],"study_design_scores_gemma":[0.00018492136,0.0021687706,0.4967357,0.00077179563,0.00020576124,0.0011153297,0.1288822,0.12096951,0.010390747,0.008885525,0.22940949,0.0002803115],"about_ca_topic_score_codex":0.044930477,"about_ca_topic_score_gemma":0.11344873,"teacher_disagreement_score":0.044930477,"about_ca_system_score_codex":0.0021191672,"about_ca_system_score_gemma":0.0063433535,"threshold_uncertainty_score":0.089337945},"labels":[],"label_agreement":null},{"id":"W2046877718","doi":"10.7901/2169-3358-2003-1-923","title":"Ecopetrol - Petroecuador Oil Spill Response Agreement – Practical Steps to Effective Regional Cooperation","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contingency plan; Oil spill; Port (circuit theory); Latin Americans; Work (physics); Government (linguistics); Petroleum; Environmental protection; Environmental planning; Business; Agency (philosophy); Environmental resource management; Environmental science; Political science; Engineering; Computer science","score_opus":0.01762932180177743,"score_gpt":0.2844943655798618,"score_spread":0.26686504377808434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046877718","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066682905,0.005002789,0.04900593,0.32297248,0.0022047136,0.0015282313,0.0001999435,0.0006830966,0.55171996],"genre_scores_gemma":[0.7885801,0.0025360407,0.048982073,0.025842996,0.000533568,0.0014446337,0.00043240358,0.00020420429,0.13144387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911186,0.0040618824,0.0002892066,0.00063929165,0.0015419843,0.0023490444],"domain_scores_gemma":[0.98748803,0.0029673695,0.0009192324,0.00096963707,0.004375416,0.0032802853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018739326,0.00055196625,0.00021646438,0.000943728,0.005031528,0.005804541,0.0023073952,0.0055870153,0.017873697],"category_scores_gemma":[0.018850964,0.00036707375,0.00030061978,0.00084711233,0.0024193136,0.0046160836,0.009156686,0.0042914953,0.00193128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026036936,0.0005303666,0.0073362226,0.0006601791,0.000046376477,0.006359561,0.013502343,0.008505676,0.0045428323,0.48722708,0.28244528,0.1885838],"study_design_scores_gemma":[0.0000807337,0.00016111291,0.003929104,0.0005019363,0.000015164523,0.000491944,0.01655816,0.0022174176,0.0012956798,0.026653722,0.94803876,0.000056348625],"about_ca_topic_score_codex":0.027653905,"about_ca_topic_score_gemma":0.02875951,"teacher_disagreement_score":0.027653905,"about_ca_system_score_codex":0.00630199,"about_ca_system_score_gemma":0.028218385,"threshold_uncertainty_score":0.099104226},"labels":[],"label_agreement":null},{"id":"W2048560434","doi":"10.7901/2169-3358-2014-1-299897.1","title":"Understanding Chemical Pollution at Sea","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Documentation; Pollution; Preparedness; The Internet; Computer science; World Wide Web; Political science; Ecology","score_opus":0.038100742505114846,"score_gpt":0.23291334189397125,"score_spread":0.19481259938885642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048560434","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07204164,0.12975283,0.021670477,0.13360298,0.004709507,0.00013809632,0.0006339359,0.00040462695,0.6370459],"genre_scores_gemma":[0.48342532,0.2371071,0.019583672,0.051321197,0.0030424737,0.00017107125,0.0010574659,0.00038110054,0.20391062],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994986,0.00015677317,0.00001610225,0.000097251075,0.00015605774,0.00007523974],"domain_scores_gemma":[0.999582,0.00017584412,0.00003909781,0.000022601527,0.00011177353,0.00006867517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083246565,0.00073939253,0.00038052554,0.0016074757,0.002235231,0.0041535133,0.00080853695,0.0025909017,0.011171092],"category_scores_gemma":[0.0013648045,0.00028780603,0.00040526674,0.00087423733,0.0041752793,0.008035263,0.0024566806,0.003283061,0.0029291653],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009487744,0.00033156897,0.010184424,0.0022745933,0.000057101795,0.0018628428,0.13007165,0.0012625312,0.008256471,0.2749609,0.23855028,0.33209276],"study_design_scores_gemma":[0.0000030683766,0.000051466734,0.0030490342,0.00053329446,0.000010393211,0.0006637625,0.020746833,0.00030589366,0.0006786334,0.04299751,0.9309439,0.000016276665],"about_ca_topic_score_codex":0.010641284,"about_ca_topic_score_gemma":0.0125041865,"teacher_disagreement_score":0.011171092,"about_ca_system_score_codex":0.002663935,"about_ca_system_score_gemma":0.0019565728,"threshold_uncertainty_score":0.03737104},"labels":[],"label_agreement":null},{"id":"W2049286703","doi":"10.7901/2169-3358-2001-2-923","title":"RESPONDING TO THE BIG SPILL OF 20111","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Digital and Cyber Forensics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Dissemination; Oil spill; The Internet; Computer science; Environmental science; Environmental resource management; Telecommunications; World Wide Web; Environmental engineering","score_opus":0.03018035844185915,"score_gpt":0.25431359370527457,"score_spread":0.22413323526341541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049286703","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37214166,0.009706131,0.014633725,0.25470486,0.008720476,0.00048040738,0.0011392193,0.00059720536,0.3378763],"genre_scores_gemma":[0.9103057,0.008891209,0.007516581,0.019792287,0.0008089814,0.00009598077,0.0005937248,0.00006098216,0.051934566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910575,0.00032592754,0.000036719022,0.000048164995,0.00031571038,0.00016766627],"domain_scores_gemma":[0.9975164,0.00095480273,0.0004402079,0.00008160037,0.000756969,0.0002499966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016029892,0.00032457942,0.00017767379,0.0008817893,0.0029869827,0.002507881,0.00049759157,0.0025505363,0.0075376285],"category_scores_gemma":[0.004280303,0.00012898448,0.00035553522,0.00080007524,0.0009060411,0.0014341493,0.0016170909,0.0011451157,0.0014148874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011656893,0.00054622185,0.04990682,0.002000204,0.00016463455,0.010177494,0.011672613,0.01402265,0.007064656,0.042950574,0.49140754,0.36892092],"study_design_scores_gemma":[0.00007103121,0.0012907587,0.030056518,0.0010476494,0.00015200436,0.00349197,0.1073821,0.0059181107,0.010821994,0.02184743,0.8177874,0.00013309845],"about_ca_topic_score_codex":0.004206554,"about_ca_topic_score_gemma":0.011323856,"teacher_disagreement_score":0.0075376285,"about_ca_system_score_codex":0.0015827776,"about_ca_system_score_gemma":0.0020931023,"threshold_uncertainty_score":0.025215924},"labels":[],"label_agreement":null},{"id":"W2050726383","doi":"10.7901/2169-3358-2008-1-777","title":"DISPERSANT EFFECTIVENESS AS A FUNCTION OF ENERGY DISSIPATION RATE IN AN EXPERIMENTAL WAVE TANK","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Dispersant; Dissipation; Dispersion (optics); Wave tank; Environmental science; Breaking wave; Geotechnical engineering; Environmental engineering; Petroleum engineering; Oceanography; Engineering; Geology; Physics; Wave propagation","score_opus":0.01995950347600901,"score_gpt":0.25043210807127736,"score_spread":0.23047260459526836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050726383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985713,0.000076927,0.00062214176,0.0000246271,0.000014620464,0.00011465019,0.0002451919,0.000013207644,0.00031731918],"genre_scores_gemma":[0.988946,0.0002677209,0.0063300044,0.00007733434,0.00001160518,0.0003804715,0.00058388576,0.0000226374,0.0033804758],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928856,0.00010455348,0.00011531546,0.00017119212,0.00020480654,0.000115581905],"domain_scores_gemma":[0.9981888,0.0005180895,0.0004616449,0.0001574558,0.0004109296,0.0002630677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004798545,0.00047271448,0.00051103573,0.0004382131,0.00045273817,0.0005812395,0.00045719673,0.000450744,0.001161993],"category_scores_gemma":[0.0007302396,0.00026233259,0.0003848497,0.00040127747,0.00053152384,0.00037616908,0.0005148776,0.0008712715,0.00019747723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022850486,0.001094884,0.0021832823,0.00006987564,0.00001825033,0.00004331364,0.00016534478,0.00055511855,0.9917317,0.00003938948,0.000043321328,0.001770648],"study_design_scores_gemma":[0.000198746,0.027281526,0.017468845,0.000014968744,0.00014105398,0.00003887376,0.00030519042,0.0029682978,0.95037097,0.000048772104,0.0011138561,0.00004898364],"about_ca_topic_score_codex":0.0126797985,"about_ca_topic_score_gemma":0.014488545,"teacher_disagreement_score":0.0126797985,"about_ca_system_score_codex":0.001138179,"about_ca_system_score_gemma":0.0009724772,"threshold_uncertainty_score":0.02521199},"labels":[],"label_agreement":null},{"id":"W2052014962","doi":"10.7901/2169-3358-2003-1-95","title":"Sensitivity Mapping – With Flare! An Internet Approach to Environmental Mapping","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Computer science; Thematic map; Geographic information system; Environmental monitoring; Shapefile; The Internet; Vulnerability (computing); Environmental data; Environmental resource management; Data science; Remote sensing; Geography; World Wide Web; Cartography; Engineering; Environmental science; Metadata; Computer security","score_opus":0.018732969266182405,"score_gpt":0.20752387392532842,"score_spread":0.18879090465914602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052014962","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029043276,0.0002582729,0.9073386,0.0019948925,0.0002374715,0.00027763416,0.0015415857,0.021549975,0.06389716],"genre_scores_gemma":[0.07469071,0.00071692205,0.899299,0.00059538713,0.00021549185,0.0006089651,0.0027377452,0.004164116,0.016971614],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710375,0.0013862469,0.00015819265,0.00034597327,0.00089662586,0.000109167966],"domain_scores_gemma":[0.9946772,0.002783543,0.00017508877,0.0012562132,0.00089354184,0.00021433471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048134793,0.0009831515,0.0006747198,0.006677393,0.0012821986,0.006308706,0.00206815,0.0016890793,0.031849645],"category_scores_gemma":[0.009168176,0.0007296928,0.0011220173,0.00480044,0.0014315479,0.006844092,0.004678828,0.0016472294,0.007508992],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010663262,0.00031675628,0.0020229057,0.0004892631,0.00019712726,0.0007865173,0.0025476308,0.019883726,0.0038197832,0.15047161,0.10180487,0.7175532],"study_design_scores_gemma":[0.00005264565,0.00007500831,0.0036140925,0.00041296813,0.000068982044,0.00067557045,0.0021428529,0.11305579,0.0032096815,0.28078365,0.5957473,0.00016150378],"about_ca_topic_score_codex":0.0034832605,"about_ca_topic_score_gemma":0.0033819412,"teacher_disagreement_score":0.031849645,"about_ca_system_score_codex":0.00088240916,"about_ca_system_score_gemma":0.00083380094,"threshold_uncertainty_score":0.10654771},"labels":[],"label_agreement":null},{"id":"W2052781942","doi":"10.7901/2169-3358-2005-1-647","title":"HOW TO MODEL WATER-IN-OIL EMULSION FORMATION","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Emulsion; Viscosity; Asphaltene; Modulus; Stability (learning theory); Materials science; Chemical engineering; Thermodynamics; Chemistry; Composite material; Organic chemistry; Computer science; Physics; Engineering","score_opus":0.01569802380448943,"score_gpt":0.23598755879591424,"score_spread":0.2202895349914248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052781942","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06523854,0.0001060129,0.9297163,0.00019002598,0.000064708605,0.00008897128,0.00010537324,0.0005848676,0.003905164],"genre_scores_gemma":[0.8407184,0.00018510845,0.15156938,0.000062931285,0.000025739853,0.00022112954,0.00015411676,0.00014094991,0.006922151],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993384,0.000018901777,0.0000038818325,0.000013433338,0.000020642316,0.00000927609],"domain_scores_gemma":[0.9998085,0.000089192414,0.000025209007,0.000017169063,0.000044783155,0.000015097122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003584023,0.00034412296,0.00037350264,0.00023085863,0.00024680563,0.00064411026,0.00062993926,0.0009489756,0.0018119386],"category_scores_gemma":[0.0013532722,0.00026491616,0.0004555186,0.00013080484,0.00032949177,0.0007280428,0.0003711046,0.0005381959,0.00055119523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015878608,0.000011647766,0.0003040806,0.00001565905,0.000005439761,0.00003149615,0.00001402702,0.98742384,0.0046522515,0.0034071752,0.0001258357,0.0039925743],"study_design_scores_gemma":[0.0000016032382,0.0000032069731,0.00001523135,8.753558e-7,6.4038494e-7,0.0000018022596,8.531575e-7,0.99899894,0.00047026394,0.0003797024,0.0001259974,9.331489e-7],"about_ca_topic_score_codex":0.007782944,"about_ca_topic_score_gemma":0.00268063,"teacher_disagreement_score":0.007782944,"about_ca_system_score_codex":0.00045160216,"about_ca_system_score_gemma":0.0005649388,"threshold_uncertainty_score":0.015475273},"labels":[],"label_agreement":null},{"id":"W2055349614","doi":"10.7901/2169-3358-2014.1.2172","title":"Environmental Damage Liability Regimes Concerning Oil Spills - A Global Review and Comparison","year":2014,"lang":"en","type":"review","venue":"International Oil Spill Conference Proceedings","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Damages; Liability; Oil spill; Legislation; Directive; Business; Environmental planning; European union; Offshore oil and gas; Marine Strategy Framework Directive; Environmental law; Environmental protection; Environmental science; Environmental resource management; Natural resource economics; Submarine pipeline; Accounting; Engineering; Law; Political science; International trade; Computer science; Economics; Ecology","score_opus":0.030324130425109858,"score_gpt":0.3200312525066116,"score_spread":0.28970712208150173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055349614","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024517026,0.99852777,0.000046349523,0.00017682124,0.00005049368,0.000005098125,0.00003369219,0.000002659882,0.00091182976],"genre_scores_gemma":[0.0017170662,0.9978968,0.00006687865,0.00011066723,0.0000468397,0.000004652151,0.000031803844,9.146225e-7,0.00012435188],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99916303,0.00016829859,0.00018460503,0.0001224709,0.00031910517,0.00004250603],"domain_scores_gemma":[0.9962599,0.0021570462,0.0007753483,0.00006200547,0.0006717914,0.00007381634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023707512,0.0008167112,0.002013375,0.009108811,0.0004011771,0.0013671252,0.0011982557,0.0013415056,0.003381504],"category_scores_gemma":[0.004008039,0.00042730503,0.0010570241,0.009837767,0.00084211736,0.0020564701,0.00085851323,0.0010657441,0.0006584244],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114899834,0.000090178175,0.0007434778,0.094168834,0.00034673262,0.0002872125,0.00026317747,0.00066886615,0.0008037554,0.006129838,0.017345503,0.87903756],"study_design_scores_gemma":[0.000030488489,0.00030587087,0.006113653,0.07202823,0.0010883086,0.0019527377,0.0006746393,0.00014702335,0.0010631137,0.003011512,0.91352123,0.00006319393],"about_ca_topic_score_codex":0.0034201823,"about_ca_topic_score_gemma":0.005823456,"teacher_disagreement_score":0.009108811,"about_ca_system_score_codex":0.001147259,"about_ca_system_score_gemma":0.0025408345,"threshold_uncertainty_score":0.012537837},"labels":[],"label_agreement":null},{"id":"W2055412389","doi":"10.7901/2169-3358-2003-1-87","title":"Plan for Implementing Environmental Effects Monitoring During Production-Related Oil Spills in Eastern Canada","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental monitoring; Oil spill; Environmental science; Plan (archaeology); Environmental resource management; Production (economics); Environmental data; Business; Environmental protection; Environmental engineering; Geography; Ecology","score_opus":0.010993153931690477,"score_gpt":0.21732855044920246,"score_spread":0.20633539651751198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055412389","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77903676,0.000876861,0.104381494,0.013163802,0.00024267715,0.024377115,0.009242404,0.0051204637,0.063558474],"genre_scores_gemma":[0.82520676,0.00043452956,0.13642462,0.0016924946,0.000035196557,0.0022785738,0.00476073,0.00008775821,0.029079307],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988612,0.00022073777,0.00005613232,0.000084045016,0.00045519005,0.0003226888],"domain_scores_gemma":[0.99610186,0.00020088213,0.00027254832,0.000100680394,0.0024282103,0.00089588296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022176302,0.0003350095,0.0001426817,0.0014682736,0.0022307509,0.0009939522,0.000859864,0.0004896302,0.0028577459],"category_scores_gemma":[0.0026460788,0.00026993017,0.00020850841,0.0006913874,0.00035787447,0.0003438729,0.0007160754,0.0005382898,0.00032920917],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094030803,0.001160443,0.44072768,0.0005242299,0.0001363185,0.0010826587,0.0020012925,0.049565017,0.051458757,0.003046026,0.03397207,0.41538522],"study_design_scores_gemma":[0.00038686374,0.0019684567,0.7826853,0.0002380604,0.00015087843,0.00024341294,0.0064531974,0.06348885,0.029407455,0.0012459824,0.11353198,0.00019949392],"about_ca_topic_score_codex":0.88193876,"about_ca_topic_score_gemma":0.9131047,"teacher_disagreement_score":0.118061244,"about_ca_system_score_codex":0.011373107,"about_ca_system_score_gemma":0.045766618,"threshold_uncertainty_score":0.237513},"labels":[],"label_agreement":null},{"id":"W2057023802","doi":"10.7901/2169-3358-2005-1-663","title":"ENERGY AND WORK INPUT IN LABORATORY VESSELS","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Particle image velocimetry; Energy (signal processing); Turbulence; Work (physics); Mechanics; Particle (ecology); Turbulence kinetic energy; Particle tracking velocimetry; Optics; Physics; Acoustics; Geology","score_opus":0.008913225706295725,"score_gpt":0.2188330716370279,"score_spread":0.20991984593073218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057023802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97729295,0.0001516899,0.0033633392,0.0001278343,0.00003818777,0.000058115336,0.0013469121,0.00018034507,0.017440563],"genre_scores_gemma":[0.98926485,0.00006613469,0.00070249924,0.000018975341,0.000009421269,0.000070295224,0.0012633036,0.000023028031,0.00858144],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992518,0.00017357113,0.000043462238,0.00018669704,0.00020802053,0.00013648735],"domain_scores_gemma":[0.99863917,0.0005694902,0.00020708289,0.00016533818,0.0002359714,0.00018290344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005527462,0.0002591941,0.00025215332,0.0008180302,0.00047537807,0.0009460318,0.0004297503,0.0003863819,0.016263006],"category_scores_gemma":[0.002317062,0.00010200305,0.00027001923,0.00076169916,0.00029113374,0.0005507848,0.0006722093,0.00030809006,0.0034450023],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007868109,0.0074422294,0.37818632,0.00065942795,0.00029656378,0.0018209708,0.002055613,0.093409374,0.119531296,0.015739724,0.026560817,0.3464296],"study_design_scores_gemma":[0.00032834927,0.008878355,0.7539592,0.00017010006,0.00015527525,0.0006367906,0.0048860856,0.07529007,0.100755595,0.0072338935,0.047482587,0.00022370621],"about_ca_topic_score_codex":0.0023938913,"about_ca_topic_score_gemma":0.0016229362,"teacher_disagreement_score":0.016263006,"about_ca_system_score_codex":0.00090714375,"about_ca_system_score_gemma":0.0005670411,"threshold_uncertainty_score":0.054405153},"labels":[],"label_agreement":null},{"id":"W2058233221","doi":"10.7901/2169-3358-2005-1-177","title":"MASS BALANCE AND DISPERSANT EFFECTIVENESS: ARE NEW TECHNIQUES AND METHODOLOGIES NEEDED?","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane","funders":"","keywords":"Dispersant; Work (physics); Scale (ratio); Computer science; Current (fluid); Wave tank; Balance (ability); Environmental science; Structural basin; Water mass; Marine engineering; Petroleum engineering; Dispersion (optics); Geology; Engineering; Mechanical engineering; Physics; Oceanography","score_opus":0.02400078049035342,"score_gpt":0.2779455442630329,"score_spread":0.2539447637726795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058233221","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08571407,0.040644947,0.8588734,0.005036878,0.00070600765,0.00035410808,0.000555488,0.00078644126,0.0073286844],"genre_scores_gemma":[0.30518717,0.024850009,0.6609206,0.0012860983,0.0004851509,0.00069489825,0.00039225875,0.00035542174,0.00582836],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99613947,0.0011247435,0.00028034113,0.00047226314,0.0018725331,0.00011055233],"domain_scores_gemma":[0.99351513,0.0022395987,0.0011498127,0.0011008263,0.001859274,0.00013529298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065634563,0.00089830736,0.0010704803,0.0023251902,0.00042241404,0.0016326475,0.0019156457,0.0013349461,0.0031905274],"category_scores_gemma":[0.008523037,0.00066871726,0.00042693003,0.0015581442,0.00341119,0.0065952744,0.001612735,0.0022697214,0.001345665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004169537,0.0003033443,0.020685127,0.002816273,0.00017524473,0.00018017329,0.0004971704,0.0037903253,0.5650756,0.029558085,0.0025311972,0.3739705],"study_design_scores_gemma":[0.00010591608,0.0016814179,0.03421442,0.00088675605,0.00023966434,0.0013512442,0.0014556346,0.051426534,0.78264576,0.06395706,0.06160555,0.00043000627],"about_ca_topic_score_codex":0.001593812,"about_ca_topic_score_gemma":0.0018920593,"teacher_disagreement_score":0.0065634563,"about_ca_system_score_codex":0.0007044006,"about_ca_system_score_gemma":0.00059071154,"threshold_uncertainty_score":0.0347113},"labels":[],"label_agreement":null},{"id":"W2059444298","doi":"10.7901/2169-3358-2005-1-527","title":"ON THE OIL-MINERAL AGGREGATION PROCESS: A PROMISING RESPONSE TECHNOLOGY IN ICE-INFESTED WATERS","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Environmental science; Turbidity; Process (computing); Petroleum; Limiting; Petroleum engineering; Environmental engineering; Oceanography; Engineering; Geology; Computer science","score_opus":0.01201933738954858,"score_gpt":0.25013708504706667,"score_spread":0.2381177476575181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059444298","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3780618,0.5234971,0.06329681,0.0019322236,0.0006169611,0.0005711331,0.0003062813,0.00025838023,0.031459294],"genre_scores_gemma":[0.5575032,0.38222364,0.045730405,0.0008220666,0.00028883063,0.00030287847,0.00030642736,0.000045894216,0.012776638],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996909,0.000050206087,0.000028871735,0.000048104943,0.00013903627,0.00004290273],"domain_scores_gemma":[0.9997881,0.000048223636,0.000056487097,0.00000693991,0.000083653234,0.00001657694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005237203,0.00040125567,0.00045986712,0.001140261,0.00038730845,0.0007837105,0.00039676143,0.0006071094,0.0008382162],"category_scores_gemma":[0.00032107267,0.00016249003,0.0005510277,0.0007942705,0.00025576833,0.000687666,0.00037825314,0.00039085586,0.0005165866],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018394015,0.00024249301,0.0013421731,0.0071508163,0.000052278854,0.00089963403,0.00029135385,0.001601173,0.76263887,0.002328778,0.0010802931,0.22218816],"study_design_scores_gemma":[0.000017343595,0.0019651349,0.0052604736,0.000753836,0.000254784,0.00086103426,0.0006095684,0.003470961,0.86117357,0.0008793078,0.1246933,0.00006071339],"about_ca_topic_score_codex":0.0010710735,"about_ca_topic_score_gemma":0.0021193991,"teacher_disagreement_score":0.001140261,"about_ca_system_score_codex":0.00045228717,"about_ca_system_score_gemma":0.0005439786,"threshold_uncertainty_score":0.0032815337},"labels":[],"label_agreement":null},{"id":"W2060503755","doi":"10.7901/2169-3358-2008-1-311","title":"A CASE STUDY: DISTINGUISHING PYROGENIC HYDROCARBONS FROM PETROGENIC HYDROCARBONS","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Chrysene; Anthracene; Fluoranthene; Environmental chemistry; Pyrene; Phenanthrene; Environmental science; Chemistry; Dominance (genetics); Organic chemistry","score_opus":0.03008108601574592,"score_gpt":0.2548435482776188,"score_spread":0.22476246226187288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060503755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983368,0.00060952024,0.009272534,0.0010371349,0.000042926084,0.00019009235,0.000278098,0.000045551125,0.005156111],"genre_scores_gemma":[0.98445255,0.00069507695,0.011370288,0.0002041002,0.00004561376,0.000046506626,0.00014649116,0.000023102331,0.0030162085],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.99906474,0.00028207243,0.0000627314,0.0001373144,0.00032054112,0.00013259205],"domain_scores_gemma":[0.99816763,0.00096406083,0.00021499579,0.00013585373,0.0002817971,0.00023568391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009867455,0.000652111,0.00035577238,0.0016899825,0.0021095444,0.0011482916,0.0009341033,0.0024462848,0.0020686926],"category_scores_gemma":[0.0024681038,0.0003644436,0.00046224124,0.0012674298,0.0010109454,0.0008116091,0.0009752375,0.0011366648,0.00048256788],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008198465,0.0018959993,0.18125032,0.00077883556,0.00008032639,0.6938834,0.009703776,0.011855133,0.023948148,0.0043837945,0.0035756496,0.067824684],"study_design_scores_gemma":[0.000303725,0.0028671592,0.12170543,0.0005213484,0.00019720913,0.61717093,0.044976257,0.06339692,0.09124579,0.0065059415,0.050857995,0.00025126725],"about_ca_topic_score_codex":0.008268586,"about_ca_topic_score_gemma":0.016483862,"teacher_disagreement_score":0.008268586,"about_ca_system_score_codex":0.0010025951,"about_ca_system_score_gemma":0.0007229752,"threshold_uncertainty_score":0.016440928},"labels":[],"label_agreement":null},{"id":"W2061679874","doi":"10.7901/2169-3358-2008-1-297","title":"APPLICATION OF STATISTICAL ANALYSIS IN THE SELECTION OF DIAGNOSTIC RATIOS FOR FORENSIC IDENTIFICATION OF AN OIL SPILL SOURCE","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sterane; Diamondoid; Weathering; Environmental chemistry; Petroleum; Chromatography; Gas chromatography; Chemistry; Hydrocarbon; Source rock; Geology; Hopanoids; Organic chemistry; Geochemistry","score_opus":0.015399952808829638,"score_gpt":0.27379585546037805,"score_spread":0.2583959026515484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061679874","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32636473,0.001285991,0.6626926,0.00035395627,0.0002705027,0.0011595513,0.0015121461,0.0026582736,0.0037023213],"genre_scores_gemma":[0.69673115,0.00023858497,0.30033964,0.00010417998,0.00007661658,0.0009521118,0.00077482173,0.0002780952,0.0005048234],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9705666,0.015348474,0.0026525764,0.004453504,0.00639527,0.0005835985],"domain_scores_gemma":[0.9282848,0.057456452,0.0046332264,0.0048524966,0.004325855,0.0004471939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033646762,0.0016340992,0.0017052062,0.0057303985,0.00093499554,0.0023627845,0.0014726635,0.0010768946,0.0016405166],"category_scores_gemma":[0.06610024,0.00049370545,0.0020826843,0.0039239586,0.0016593664,0.0016425906,0.0017124653,0.0018343942,0.0005646459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003909199,0.0013201723,0.28195044,0.0018571485,0.005085552,0.0016499999,0.0019079318,0.021441124,0.13467947,0.008043072,0.0032259217,0.53493],"study_design_scores_gemma":[0.0002578477,0.0056726607,0.267539,0.0002966145,0.0023962357,0.0022843464,0.0021362295,0.5131601,0.17607112,0.01549168,0.014268587,0.00042544995],"about_ca_topic_score_codex":0.0009809999,"about_ca_topic_score_gemma":0.0008075994,"teacher_disagreement_score":0.033646762,"about_ca_system_score_codex":0.0006915425,"about_ca_system_score_gemma":0.001357243,"threshold_uncertainty_score":0.17794323},"labels":[],"label_agreement":null},{"id":"W2062210044","doi":"10.7901/2169-3358-2001-1-209","title":"Challenges Associated with Oil Spill Response in Remote Regions of Western Alaska","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Peninsula; Oceanography; Arctic; Subarctic climate; Geography; Circumpolar star; Beaufort sea; Longitude; Latitude; Archipelago; Beaufort scale; Nautical mile; Geology; Archaeology","score_opus":0.07230782038807816,"score_gpt":0.3325797515250289,"score_spread":0.26027193113695074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062210044","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92720395,0.0009611273,0.00057447853,0.027096389,0.00017830508,0.000071724164,0.00015093814,0.000044680713,0.043718405],"genre_scores_gemma":[0.99458647,0.00089663395,0.00024306729,0.0008083543,0.00004563982,0.000030605814,0.00005204661,0.000005236582,0.0033318806],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814296,0.0009109062,0.000105458064,0.0001014515,0.00023055698,0.00050861045],"domain_scores_gemma":[0.996599,0.0009770168,0.0006346707,0.00010508879,0.0006031747,0.0010810196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017607496,0.00019368426,0.00020619704,0.000524926,0.0058607305,0.0022297578,0.00063438114,0.0011857721,0.0060613155],"category_scores_gemma":[0.004537142,0.00015647977,0.00016580163,0.0006824749,0.0010165679,0.0011103463,0.0025088787,0.001089566,0.0005323673],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095924654,0.000915956,0.45884278,0.0012345898,0.0002837388,0.01630562,0.169781,0.024415407,0.0077266465,0.020821687,0.06716539,0.23154792],"study_design_scores_gemma":[0.000018092338,0.00037178746,0.14847218,0.0004078095,0.000045486388,0.000983576,0.77655953,0.0027132258,0.0006550762,0.004696818,0.06500767,0.000068760906],"about_ca_topic_score_codex":0.067979276,"about_ca_topic_score_gemma":0.07011287,"teacher_disagreement_score":0.067979276,"about_ca_system_score_codex":0.001873586,"about_ca_system_score_gemma":0.0037239813,"threshold_uncertainty_score":0.13516718},"labels":[],"label_agreement":null},{"id":"W2062499401","doi":"10.7901/2169-3358-2008-1-179","title":"INTEGRATION OF AIRBORNE AIS BRINGS A NEW DIMENSION TO THE DETECTION OF ILLEGAL DISCHARGE OF OIL SPILLS","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Transponder (aeronautics); Automatic Identification System; Aeronautics; Nautical chart; On board; Computer science; Remote sensing; Engineering; Marine engineering; Telecommunications; Computer security; Chart; Geography; Aerospace engineering","score_opus":0.01696502731336581,"score_gpt":0.23101674830213484,"score_spread":0.21405172098876904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062499401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.821458,0.0020788393,0.12347665,0.0013007153,0.0003012776,0.00021195709,0.003165005,0.003136886,0.04487074],"genre_scores_gemma":[0.86346674,0.0008333476,0.12702651,0.00024343409,0.0001007694,0.000030001256,0.0024131967,0.00011745294,0.0057686167],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99909794,0.00013016805,0.000038538234,0.000094644296,0.0005466249,0.00009205225],"domain_scores_gemma":[0.99773043,0.00027804845,0.0002683646,0.00019633371,0.0014432293,0.00008366901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006083884,0.00029718142,0.00028284485,0.0018508364,0.00032002295,0.0010688626,0.00034290424,0.00027357583,0.0018280672],"category_scores_gemma":[0.0010947066,0.00016018143,0.00024866217,0.0017259775,0.00025070636,0.00073629874,0.00073625485,0.00042271957,0.00055640936],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039438304,0.00021731548,0.15923713,0.00024634984,0.0001268249,0.0003161076,0.000593024,0.0048146946,0.08964365,0.0014304315,0.0073331636,0.7356469],"study_design_scores_gemma":[0.0000762641,0.0010710822,0.6686589,0.00028893125,0.00038314733,0.0018625216,0.003665802,0.118606664,0.10254724,0.004008096,0.09863816,0.00019327278],"about_ca_topic_score_codex":0.02554152,"about_ca_topic_score_gemma":0.057706896,"teacher_disagreement_score":0.02554152,"about_ca_system_score_codex":0.00049031887,"about_ca_system_score_gemma":0.00086845586,"threshold_uncertainty_score":0.05078572},"labels":[],"label_agreement":null},{"id":"W2062738884","doi":"10.7901/2169-3358-2005-1-1081","title":"SOURCE IDENTIFICATION OF AN UNKNOWN SPILL (2002) FROM QUEBEC BY THE MULTI-CRITERION ANALYTICAL APPROACH AND LAB SIMULATION OF THE SPILL SAMPLE","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Mass Spectrometry Techniques and Applications","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Oil spill; Sample (material); Environmental science; Diesel fuel; Sample preparation; Chromatography; Chemistry; Engineering; Waste management; Environmental engineering","score_opus":0.024135683312539107,"score_gpt":0.28746598825032826,"score_spread":0.26333030493778914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062738884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941981,0.00002066264,0.0034709538,0.000047226713,0.000003802346,0.00009076964,0.000563869,0.00008372017,0.0015208956],"genre_scores_gemma":[0.99359,0.000019541783,0.0044354796,0.000016878232,7.4088075e-7,0.000032152406,0.00046445272,0.000012366527,0.0014285026],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998437,0.000023391063,0.0000045340976,0.000031645843,0.000058636455,0.00003801998],"domain_scores_gemma":[0.99965775,0.00009485422,0.000033182114,0.000024375753,0.00016180736,0.000028115757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003492897,0.00051901833,0.0002465916,0.00046389786,0.00094292266,0.0005445762,0.0005139994,0.0005618358,0.0015424958],"category_scores_gemma":[0.0005813152,0.00022742403,0.0003204681,0.0004227361,0.000398503,0.00026345425,0.00026261137,0.00029066476,0.0001975243],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014101036,0.0009990272,0.11861256,0.00017254813,0.00013837183,0.0023078064,0.00044134632,0.72941184,0.10373938,0.000936957,0.0022133782,0.03961672],"study_design_scores_gemma":[0.00015777728,0.0005932681,0.04665736,0.000012466892,0.000059229536,0.000109044886,0.00064259744,0.888656,0.06066385,0.00021680085,0.002173481,0.000058136917],"about_ca_topic_score_codex":0.7132294,"about_ca_topic_score_gemma":0.81911635,"teacher_disagreement_score":0.28677058,"about_ca_system_score_codex":0.0069016875,"about_ca_system_score_gemma":0.0037283357,"threshold_uncertainty_score":0.57691884},"labels":[],"label_agreement":null},{"id":"W2065307899","doi":"10.7901/2169-3358-2003-1-1207","title":"Assessing the Capability of Remote Detection Systems to Identify Oil Slicks in Harbours","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane","funders":"","keywords":"Oil spill; Harbour; Racing slick; Environmental science; Oil pollution; Marine pollution; Pollution; Computer science; Environmental engineering; Ecology","score_opus":0.024775449401015438,"score_gpt":0.30310823653154495,"score_spread":0.2783327871305295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065307899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914943,0.0001312731,0.0068900534,0.000042704636,0.000014536408,0.000060865936,0.000087587294,0.00018297338,0.0010956142],"genre_scores_gemma":[0.996367,0.000046983547,0.0030963724,0.000017307144,0.000007975728,0.000016966711,0.00012684989,0.0000065779213,0.0003139811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931467,0.00019667002,0.00003922189,0.00010684813,0.0002507025,0.00009199972],"domain_scores_gemma":[0.99596846,0.0019312182,0.00047767579,0.00021698707,0.0012281004,0.00017753715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016814212,0.0005513072,0.0002693466,0.00092306454,0.00025805537,0.0005849922,0.0004218917,0.0008352789,0.00095113495],"category_scores_gemma":[0.0056249658,0.0001687747,0.0002637571,0.0003176644,0.0002935505,0.0008407828,0.00058197876,0.00029946357,0.0004141544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005920085,0.0015928155,0.44271728,0.0004780614,0.00039048927,0.0005785018,0.00059639174,0.11031327,0.27111697,0.0006954051,0.0009125223,0.16468826],"study_design_scores_gemma":[0.00017295584,0.0110110305,0.33474392,0.00005638553,0.00030109432,0.00054222613,0.0007375386,0.47751075,0.1727555,0.0006583325,0.0013903265,0.0001199457],"about_ca_topic_score_codex":0.0030650862,"about_ca_topic_score_gemma":0.0020174484,"teacher_disagreement_score":0.0030650862,"about_ca_system_score_codex":0.00038296214,"about_ca_system_score_gemma":0.00016340439,"threshold_uncertainty_score":0.008892298},"labels":[],"label_agreement":null},{"id":"W2066052732","doi":"10.7901/2169-3358-2003-1-419","title":"The Effect of Varying Salinity and Temperature on the Dynamics of Orimulsion in Water","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Salinity; Brackish water; Sink (geography); Environmental science; Buoyancy; Temperature salinity diagrams; Water column; TRACER; Hydrology (agriculture); Chemistry; Geology; Oceanography; Thermodynamics; Geotechnical engineering","score_opus":0.00858495052599562,"score_gpt":0.24104772427733936,"score_spread":0.23246277375134375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066052732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99928963,0.000066638226,0.00033438235,0.000010957639,0.0000026142097,0.000006238368,0.00005606302,0.000010127812,0.00022320318],"genre_scores_gemma":[0.9990814,0.00010056158,0.00039836648,0.000014701859,0.0000012756635,0.000007991799,0.00009567098,0.000007753855,0.00029230933],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986494,0.000018831208,0.00001321574,0.000027196447,0.000047671656,0.000028072898],"domain_scores_gemma":[0.99957997,0.00013177149,0.0001079699,0.000026603942,0.0001067507,0.000046918125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019289636,0.00019941552,0.00028902112,0.00016773636,0.00018390726,0.0004872876,0.00016110217,0.00014010728,0.0005563518],"category_scores_gemma":[0.00082013133,0.00015148906,0.00022233812,0.0001671839,0.00034326973,0.00048277172,0.0003567432,0.00028565,0.00017312699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051929627,0.0000277156,0.009496329,0.00004335716,0.00001740914,0.000075962,0.00018049641,0.00078134786,0.9845744,0.00003655505,0.000020754977,0.0042265076],"study_design_scores_gemma":[0.000011130641,0.0009872215,0.05431212,0.000009368274,0.000030259942,0.00007804264,0.00030232957,0.0043281936,0.9391969,0.00006433212,0.0006590706,0.000021175772],"about_ca_topic_score_codex":0.001712295,"about_ca_topic_score_gemma":0.0015906935,"teacher_disagreement_score":0.001712295,"about_ca_system_score_codex":0.00029472803,"about_ca_system_score_gemma":0.00019561966,"threshold_uncertainty_score":0.0034047365},"labels":[],"label_agreement":null},{"id":"W2066070541","doi":"10.7901/2169-3358-2003-1-779","title":"Remote Detection of Submerged Orimulsion with a Range-Gated Laser Fluorosensor","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Petroleum; Shore; Racing slick; Oil spill; Marine engineering; Petroleum engineering; Remote sensing; Geology; Oceanography; Environmental engineering; Engineering","score_opus":0.010310867775232926,"score_gpt":0.21530574362073232,"score_spread":0.20499487584549939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066070541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97491086,0.0003099814,0.022420134,0.000119048,0.0000349853,0.000024208131,0.00021347786,0.0005587429,0.0014084099],"genre_scores_gemma":[0.97764677,0.00018898892,0.019161267,0.00012604886,0.000008101887,0.000032172284,0.00012705081,0.000020477482,0.0026890233],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998671,0.00001186817,0.000004025242,0.000046117715,0.0000507806,0.00002014507],"domain_scores_gemma":[0.99983454,0.000048397127,0.00004488399,0.000012318662,0.000037520043,0.000022272308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015409852,0.00023833141,0.00023014854,0.00022242464,0.00014252655,0.0002206352,0.0005123824,0.00044703347,0.0011408769],"category_scores_gemma":[0.00016512306,0.00010993421,0.00016280609,0.00012984399,0.00026047113,0.00029728143,0.0003683506,0.00038761427,0.0002885729],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038484177,0.000015453765,0.00033709014,0.000018897423,0.00000282794,0.000050110568,0.000020540716,0.00018033966,0.99747974,0.000055915978,0.00006524329,0.0017353303],"study_design_scores_gemma":[0.000008435168,0.00023646266,0.0024325962,0.000004841009,0.0000072525927,0.00009170257,0.000049664486,0.0053479667,0.9910876,0.00005086373,0.0006687742,0.0000139905405],"about_ca_topic_score_codex":0.001831362,"about_ca_topic_score_gemma":0.0023347237,"teacher_disagreement_score":0.001831362,"about_ca_system_score_codex":0.0003365127,"about_ca_system_score_gemma":0.0002616472,"threshold_uncertainty_score":0.003816545},"labels":[],"label_agreement":null},{"id":"W2068171788","doi":"10.7901/2169-3358-2005-1-841","title":"ENHANCEMENTS TO STOCK CCG TRANSFER PUMPS/SKIMMER UNITS","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Guard (computer science); Stock (firearms); Oil spill; Environmental science; Computer science; Work (physics); Business; Petroleum engineering; Operations research; Engineering; Environmental protection; Mechanical engineering","score_opus":0.022732861021705755,"score_gpt":0.2530243583279913,"score_spread":0.23029149730628556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068171788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75892895,0.0010069652,0.14774156,0.0030926017,0.0021969278,0.0065067774,0.0042664655,0.01728156,0.058978196],"genre_scores_gemma":[0.7824943,0.00045857776,0.14594848,0.00085458584,0.0001575213,0.00076424703,0.0033996236,0.00051977095,0.06540284],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99736917,0.00016445934,0.0001413926,0.00023908394,0.0017624162,0.0003235037],"domain_scores_gemma":[0.9962388,0.00022505033,0.00021851143,0.00051555765,0.0025170248,0.0002850296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018841496,0.0009386131,0.00055239676,0.0012155552,0.0008940486,0.0012504065,0.0034320983,0.0010943662,0.016726302],"category_scores_gemma":[0.0043901955,0.00046093907,0.00065757125,0.00070666923,0.0005734179,0.0014187827,0.0010220668,0.0009444594,0.0039783567],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023998593,0.0014382126,0.025592921,0.0006469155,0.00008759015,0.0010291516,0.00074909575,0.014321229,0.3027176,0.003828772,0.03127499,0.6159137],"study_design_scores_gemma":[0.00078109227,0.01012649,0.07188981,0.0002802014,0.00037800308,0.0020460163,0.0009943974,0.040567864,0.4623243,0.0010038633,0.40914977,0.0004581648],"about_ca_topic_score_codex":0.049285047,"about_ca_topic_score_gemma":0.05056909,"teacher_disagreement_score":0.049285047,"about_ca_system_score_codex":0.002349611,"about_ca_system_score_gemma":0.0035645966,"threshold_uncertainty_score":0.097996354},"labels":[],"label_agreement":null},{"id":"W2070512228","doi":"10.7901/2169-3358-2008-1-661","title":"OIL SPILL DISPERSION STABILITY AND OIL RE-SURFACING","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University; University of Ottawa","keywords":"Creaming; Emulsion; Ostwald ripening; Oil droplet; Coalescence (physics); Flocculation; Pulmonary surfactant; Chemical engineering; Dispersion (optics); Chemistry; Organic chemistry","score_opus":0.026229500511667673,"score_gpt":0.23294897970757517,"score_spread":0.2067194791959075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070512228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8279403,0.07313724,0.053262677,0.0012157061,0.0005797291,0.0002210301,0.00061780325,0.00050901953,0.042516526],"genre_scores_gemma":[0.9820693,0.0072318274,0.002485109,0.00012601168,0.00007069343,0.000028783674,0.00023115886,0.000035071764,0.0077220094],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993869,0.000050932715,0.00003740302,0.00012845015,0.00031817073,0.000078043326],"domain_scores_gemma":[0.9994198,0.00014162279,0.00021621975,0.00003751621,0.00015135668,0.000033529755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005906769,0.00046658894,0.00046999706,0.0014616763,0.00036988236,0.0008274572,0.0005222564,0.00053108274,0.0039882716],"category_scores_gemma":[0.0007506909,0.000173144,0.00064578437,0.00061430567,0.0006543925,0.0011507598,0.0008439405,0.0007783949,0.00063455047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007731925,0.00029295235,0.008037841,0.00145556,0.00024591663,0.0016273663,0.0003523275,0.022217909,0.8284983,0.03689128,0.0019655207,0.09764185],"study_design_scores_gemma":[0.000030038447,0.0013554156,0.008614219,0.00012227881,0.00010489609,0.0014791499,0.00023147068,0.03994505,0.90637624,0.017057577,0.024595043,0.000088629815],"about_ca_topic_score_codex":0.0011466875,"about_ca_topic_score_gemma":0.00039109308,"teacher_disagreement_score":0.0039882716,"about_ca_system_score_codex":0.0010963436,"about_ca_system_score_gemma":0.0002776339,"threshold_uncertainty_score":0.0133420825},"labels":[],"label_agreement":null},{"id":"W2071230436","doi":"10.7901/2169-3358-2014-1-300154.1","title":"Using Foraminifera as Indicators of Habitat Recovery following Remediation of Sheltered Tidal Flats in Saudi Arabia","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Environmental remediation; Intertidal zone; Salt marsh; Habitat; Tidal flat; Environmental science; Intertidal ecology; Sediment; Dredging; Ecology; Geology; Hydrology (agriculture); Oceanography; Biology; Geotechnical engineering; Contamination; Geomorphology","score_opus":0.03004585116701005,"score_gpt":0.28068476366175255,"score_spread":0.2506389124947425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071230436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997707,0.000039372375,0.000029397486,0.000004732931,5.3243747e-7,0.0000027991723,0.0000514106,0.0000011109138,0.00010001405],"genre_scores_gemma":[0.9995314,0.00006054259,0.0001283563,0.0000062924646,6.6000985e-7,0.0000021201786,0.00008813701,3.3536884e-7,0.00018212148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99985635,0.000020151654,0.000014855554,0.000029832161,0.000041954576,0.00003674815],"domain_scores_gemma":[0.9995797,0.000030508952,0.00018903548,0.00001987339,0.00012901073,0.000051804218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021980747,0.00029230828,0.0001590573,0.0009842274,0.00048974226,0.0003995851,0.00024886045,0.00027687155,0.0003366136],"category_scores_gemma":[0.0005618556,0.000119886434,0.00015056999,0.00068364665,0.0003520942,0.00027037653,0.00038619115,0.0001764757,0.00012202313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021533524,0.00003432488,0.9733378,0.000026137433,0.00003070171,0.00024497302,0.0015696032,0.00016649438,0.015224843,0.000020490243,0.000038254468,0.009091065],"study_design_scores_gemma":[0.0000012710475,0.000109970104,0.99682,0.000003636467,0.00000689767,0.000085151674,0.0012605676,0.0002277871,0.0013220101,0.0000071363693,0.00015262174,0.000002969762],"about_ca_topic_score_codex":0.066607736,"about_ca_topic_score_gemma":0.11963479,"teacher_disagreement_score":0.066607736,"about_ca_system_score_codex":0.00054086384,"about_ca_system_score_gemma":0.00033738193,"threshold_uncertainty_score":0.13244009},"labels":[],"label_agreement":null},{"id":"W2072916120","doi":"10.7901/2169-3358-2014.1.1215","title":"In Situ Oil Spill Countermeasures in Ice-Infested Waters: A Modeling Study of the Fate/Behaviours of Spilled Oil","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Dalhousie University","funders":"","keywords":"Environmental science; Oil spill; Arctic; Petroleum engineering; Mineral oil; Environmental engineering; Geology; Oceanography; Chemistry","score_opus":0.021267886883146934,"score_gpt":0.25437040575429126,"score_spread":0.23310251887114433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072916120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877616,0.0000742679,0.008027055,0.00008781261,0.000012715462,0.00005926848,0.00033477065,0.000053983404,0.0035885316],"genre_scores_gemma":[0.9928866,0.00014551068,0.004391112,0.000021677317,0.0000044986855,0.00008446479,0.00021559029,0.000011004467,0.0022394808],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999026,0.00001891316,0.00000682041,0.000025304455,0.000018986206,0.000027446253],"domain_scores_gemma":[0.99965394,0.00017702607,0.000057632984,0.000020756583,0.00006585284,0.000024692437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032533874,0.00062821765,0.0006868204,0.0004249237,0.0005955325,0.00083916995,0.0007960056,0.0015200842,0.0012227835],"category_scores_gemma":[0.0005165408,0.00032133635,0.0013264712,0.00033931714,0.00045036987,0.000640609,0.00053509587,0.00070739153,0.00016377923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060356375,0.00008603646,0.00391718,0.000029890314,0.000018176253,0.00009041221,0.00003147,0.99120444,0.0034123964,0.00029135976,0.000041997057,0.0008162935],"study_design_scores_gemma":[0.000010359226,0.00007634813,0.00073266285,0.0000028975703,0.000009829773,0.000007949946,0.000048266087,0.997897,0.0010088979,0.00007650352,0.00012339656,0.000005828232],"about_ca_topic_score_codex":0.045843355,"about_ca_topic_score_gemma":0.019467873,"teacher_disagreement_score":0.045843355,"about_ca_system_score_codex":0.0010723217,"about_ca_system_score_gemma":0.0011975528,"threshold_uncertainty_score":0.091153026},"labels":[],"label_agreement":null},{"id":"W2074026719","doi":"10.7901/2169-3358-2001-2-1035","title":"MANAGEMENT SYSTEMS USED FOR INLAND RESPONSES IN EPA REGION VIII","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contingency plan; Variety (cybernetics); Agency (philosophy); Phone; Negotiation; Emergency management; Business; Emergency response; Incident response; State (computer science); Incident management; Process (computing); Environmental planning; Computer security; Operations management; Environmental resource management; Medical emergency; Computer science; Engineering; Political science; Geography; Law","score_opus":0.02668692572126836,"score_gpt":0.26257556936917514,"score_spread":0.2358886436479068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074026719","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.173937,0.00089171715,0.23958164,0.004330172,0.0013933674,0.00452822,0.0075250953,0.04039365,0.52741915],"genre_scores_gemma":[0.6100627,0.0008048653,0.20534611,0.00078205386,0.00018751492,0.0013273536,0.006128333,0.0016338839,0.17372717],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977829,0.00075726904,0.00018696404,0.00029840038,0.00066574634,0.00030874173],"domain_scores_gemma":[0.99563,0.0005952498,0.00032229317,0.0006918436,0.002464829,0.0002958197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025523857,0.0005897091,0.0002633081,0.0020123196,0.0034183073,0.0039609927,0.0014559563,0.0006640798,0.031480815],"category_scores_gemma":[0.0042019044,0.00030135238,0.00039960185,0.0015911661,0.0005137723,0.001644347,0.0016349746,0.000864373,0.0065815267],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008009861,0.0010639415,0.03150016,0.00076012616,0.00012823784,0.0016200406,0.014643043,0.02988741,0.022575537,0.078122936,0.22405326,0.59484434],"study_design_scores_gemma":[0.00011671201,0.00034220982,0.011001005,0.00039482073,0.00013106401,0.0004072426,0.006842304,0.043893516,0.02237095,0.0047880313,0.9095491,0.00016307135],"about_ca_topic_score_codex":0.1049641,"about_ca_topic_score_gemma":0.069370665,"teacher_disagreement_score":0.1049641,"about_ca_system_score_codex":0.0039864196,"about_ca_system_score_gemma":0.0074730515,"threshold_uncertainty_score":0.20870632},"labels":[],"label_agreement":null},{"id":"W2074119140","doi":"10.7901/2169-3358-2001-1-309","title":"Microcosm Study of Effect of Different Nutrient Addition on Bioremediation of Fuel Oil No. 2 in Soil from Nova Scotia Coastal Marshes","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Microcosm; Fertilizer; Environmental chemistry; Bioremediation; Nutrient; Environmental science; Nitrate; Salt marsh; Sediment; Phosphorus; Ammonium; Soil test; Chemistry; Soil water; Soil science; Geology; Contamination; Ecology","score_opus":0.010251156595816319,"score_gpt":0.23141950482492388,"score_spread":0.22116834822910755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074119140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983309,0.00013360809,0.00016161354,0.000040389634,0.000015117179,0.00009409697,0.00048454644,0.000011998736,0.00072777027],"genre_scores_gemma":[0.99672604,0.00019629701,0.00090632954,0.000068122514,0.0000084801795,0.000067449175,0.0005038661,0.0000063959274,0.0015171051],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99962795,0.00004431196,0.000028618519,0.00013252479,0.000087945686,0.00007870494],"domain_scores_gemma":[0.9993106,0.000106708896,0.00012598191,0.000044302535,0.0002505208,0.00016187463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000276502,0.00041463916,0.0005008237,0.00037072093,0.00061468873,0.0006716407,0.00041950453,0.00033696645,0.00043856475],"category_scores_gemma":[0.00038444102,0.00023084016,0.00027895815,0.00029072742,0.00045553537,0.00016025217,0.0004493891,0.0003975309,0.00015574071],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008438943,0.00017735524,0.015261197,0.00010447536,0.000025895866,0.0002226167,0.00019776804,0.00024886374,0.980835,0.000027793074,0.000093425064,0.00196184],"study_design_scores_gemma":[0.00012615084,0.005896349,0.5718924,0.000047984682,0.00014720707,0.00029996148,0.0013560206,0.0029324647,0.41324103,0.000072471914,0.003913504,0.00007454913],"about_ca_topic_score_codex":0.1297586,"about_ca_topic_score_gemma":0.1824991,"teacher_disagreement_score":0.8702414,"about_ca_system_score_codex":0.0017225877,"about_ca_system_score_gemma":0.0015179038,"threshold_uncertainty_score":0.25800663},"labels":[],"label_agreement":null},{"id":"W2074991768","doi":"10.7901/2169-3358-2005-1-919","title":"THE BEHAVIOUR AND TREATMENT OF ORIMULSION® BITUMEN STRANDED ON PEBBLE, COBBLE OR IMPERMEABLE SUBSTRATE SHORELINES","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Asphalt; Cobble; Sediment; Pebble; Geology; Penetration (warfare); Shore; Environmental science; Geotechnical engineering; Materials science; Composite material","score_opus":0.022303675335446443,"score_gpt":0.2630815399533171,"score_spread":0.24077786461787068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074991768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983134,0.00028372247,0.00028343798,0.00002064248,0.000012693702,0.000010946036,0.00016648546,0.000011553504,0.0008970106],"genre_scores_gemma":[0.99236745,0.0005569865,0.0012193997,0.00003825019,0.0000052539344,0.00001722569,0.00044688204,0.00002663315,0.005322088],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997532,0.00002812992,0.00001949908,0.000042865446,0.00009432975,0.00006203986],"domain_scores_gemma":[0.9997385,0.00004745599,0.0000528885,0.00001839599,0.000101530655,0.000041141942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015864559,0.00028361173,0.00025190294,0.0003291458,0.0002764358,0.00040810165,0.00016948993,0.00031772954,0.002279864],"category_scores_gemma":[0.0004853843,0.00014473742,0.00026713545,0.0003041542,0.00017356235,0.00027654468,0.00025344305,0.0003633444,0.0006866287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002561768,0.000048404592,0.0017327988,0.0000638026,0.000010993848,0.00008693031,0.00010124594,0.00031053432,0.9922389,0.00002601617,0.00007507374,0.0050491537],"study_design_scores_gemma":[0.000005689868,0.0013798317,0.010897961,0.00001378849,0.000016389313,0.00007979675,0.00025643434,0.00078097644,0.98488414,0.000020907268,0.0016543049,0.000009755718],"about_ca_topic_score_codex":0.0031289165,"about_ca_topic_score_gemma":0.003784643,"teacher_disagreement_score":0.0031289165,"about_ca_system_score_codex":0.00021815511,"about_ca_system_score_gemma":0.00019372434,"threshold_uncertainty_score":0.0076269507},"labels":[],"label_agreement":null},{"id":"W2075464265","doi":"10.7901/2169-3358-2001-2-1471","title":"EMISSIONS FROM MESOSCALE IN SITU OIL (DIESEL) FIRES: EMISSIONS FROM THE MOBILE 1998 EXPERIMENTS","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Particulates; Environmental science; Environmental chemistry; Diesel fuel; Combustion; Sulfur dioxide; Environmental engineering; Waste management; Chemistry","score_opus":0.023392401113756924,"score_gpt":0.2811740847037531,"score_spread":0.2577816835899962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075464265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994802,0.000009728579,0.00017860308,0.0000069484463,0.0000015492993,0.000012528369,0.0000851134,0.000006149539,0.00021921967],"genre_scores_gemma":[0.9990096,0.00002979266,0.00040174014,0.000010338742,0.0000024345004,0.00001476538,0.00021631102,0.000004046235,0.00031091596],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99991035,0.000013016864,0.00000400775,0.000024071742,0.00002723184,0.00002127312],"domain_scores_gemma":[0.99988127,0.000032103213,0.000021039952,0.000013445935,0.000024108394,0.00002796612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017776039,0.00038297038,0.00024863775,0.00023021678,0.00045824234,0.00023276938,0.00021311338,0.0003302519,0.00069166906],"category_scores_gemma":[0.00014112671,0.00011883136,0.00021396384,0.00018992176,0.00015979608,0.00018723762,0.00026240863,0.0003595837,0.00014321903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067117955,0.0020284497,0.11970948,0.00014257772,0.0001541512,0.0009367094,0.00055796147,0.009253886,0.8395745,0.00020069897,0.000484464,0.020245295],"study_design_scores_gemma":[0.0004319205,0.008263938,0.31131563,0.000020240665,0.00014828688,0.00048769446,0.0008311714,0.013573137,0.6615617,0.00020266249,0.0031204275,0.0000431877],"about_ca_topic_score_codex":0.0037756662,"about_ca_topic_score_gemma":0.0104679745,"teacher_disagreement_score":0.0037756662,"about_ca_system_score_codex":0.0003930673,"about_ca_system_score_gemma":0.00013689844,"threshold_uncertainty_score":0.007507384},"labels":[],"label_agreement":null},{"id":"W2076265573","doi":"10.7901/2169-3358-2005-1-317","title":"QUEBEC REGION'S SHORELINE SEGMENTATION IN THE ST. LAWRENCE RIVER: RESPONSE TOOL FOR OIL SPILL","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Shore; Intertidal zone; Oil spill; Fluvial; Geography; General partnership; Emergency response; Environmental resource management; Cartography; Oceanography; Structural basin; Geology; Environmental science; Environmental protection","score_opus":0.01926250687535664,"score_gpt":0.2622571091848417,"score_spread":0.24299460230948505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076265573","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13203093,0.0006462864,0.087668784,0.0020495658,0.00014502514,0.0018238928,0.39963838,0.2862128,0.08978433],"genre_scores_gemma":[0.33440685,0.0008706072,0.19286953,0.00063423644,0.00004012898,0.0012315519,0.36569408,0.019673618,0.084579445],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999464,0.000053975473,0.000046304267,0.00011405595,0.00022555162,0.000096146],"domain_scores_gemma":[0.9973929,0.0004649425,0.00015412059,0.0002291623,0.0015389301,0.000219936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009180969,0.0007657187,0.00037733346,0.0042117587,0.0014519154,0.0017563383,0.0011477114,0.0005794659,0.036491636],"category_scores_gemma":[0.003315533,0.0004380744,0.0004458442,0.005179971,0.00026918435,0.0011755705,0.0010111482,0.00048585187,0.008894537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007013943,0.0002188398,0.03164869,0.00058565073,0.00007046724,0.0006692916,0.0031436468,0.0072149066,0.0096612945,0.0044127167,0.7045812,0.23709184],"study_design_scores_gemma":[0.0002733966,0.000079461985,0.10457605,0.0003821142,0.00006999801,0.00024370318,0.0039946986,0.06414809,0.014229112,0.001073596,0.8106264,0.00030343392],"about_ca_topic_score_codex":0.9014975,"about_ca_topic_score_gemma":0.9185583,"teacher_disagreement_score":0.09850252,"about_ca_system_score_codex":0.006005343,"about_ca_system_score_gemma":0.007813386,"threshold_uncertainty_score":0.19816518},"labels":[],"label_agreement":null},{"id":"W2077757689","doi":"10.7901/2169-3358-2001-2-1527","title":"IMPROVING THE SHORELINE ASSESSMENT PROCESS WITH NEW SCAT FORMS","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Environment and Protected Areas","funders":"","keywords":"Shore; Environmental resource management; Process (computing); Documentation; Environmental science; Computer science; Environmental planning; Oceanography; Geology","score_opus":0.012873952418534113,"score_gpt":0.25739893083594817,"score_spread":0.24452497841741405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077757689","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.087667994,0.0005045523,0.66490716,0.012605566,0.0036345476,0.025130223,0.0066590053,0.0269809,0.17191008],"genre_scores_gemma":[0.081268184,0.00048715842,0.8568162,0.0008580888,0.00043837837,0.005313485,0.00493639,0.0028113252,0.047070883],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97336864,0.011274787,0.0045670792,0.0012083928,0.008850193,0.0007308881],"domain_scores_gemma":[0.80764204,0.06866747,0.006575952,0.030756405,0.082382694,0.003975525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.041714378,0.0013136137,0.000635856,0.0060558454,0.0019899132,0.0055002994,0.00244541,0.0014316195,0.044996563],"category_scores_gemma":[0.13785799,0.0013149864,0.00097217795,0.0033300251,0.0011686956,0.0049776006,0.004382936,0.002419905,0.023212716],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038930736,0.00069224316,0.008935844,0.00038754652,0.000017185,0.0003141587,0.0042276164,0.0046719313,0.003143709,0.009634016,0.13619944,0.83138704],"study_design_scores_gemma":[0.0004996946,0.00085462484,0.014333903,0.0013416688,0.00006594503,0.0006855907,0.006718466,0.031236622,0.009011426,0.013393606,0.9214866,0.0003718956],"about_ca_topic_score_codex":0.0067349244,"about_ca_topic_score_gemma":0.007717344,"teacher_disagreement_score":0.044996563,"about_ca_system_score_codex":0.0025527547,"about_ca_system_score_gemma":0.0062734033,"threshold_uncertainty_score":0.22060937},"labels":[],"label_agreement":null},{"id":"W2078786238","doi":"10.7901/2169-3358-2008-1-499","title":"REGULAR AND BREAKING WAVES IN WAVE TANK FOR DISPERSION EFFECTIVENESS TESTING","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Breaking wave; Dissipation; Dispersion (optics); Wave tank; Wave height; Mechanics; Deep water; Wave shoaling; Wind wave; Physics; Acoustics; Wave propagation; Geology; Mechanical wave; Optics; Oceanography; Longitudinal wave; Thermodynamics","score_opus":0.038256251129270884,"score_gpt":0.23069590324885478,"score_spread":0.1924396521195839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078786238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99292105,0.00004097002,0.0059138276,0.0000234019,0.000015231176,0.000062983956,0.0002547058,0.00008673452,0.0006810261],"genre_scores_gemma":[0.9951879,0.000043439766,0.0037812116,0.000007187148,0.0000015061374,0.00005572284,0.00020885139,0.000009763759,0.0007043595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995802,0.00003694836,0.00004322194,0.000049809485,0.0002164226,0.0000733654],"domain_scores_gemma":[0.9985941,0.0005927571,0.00014629369,0.00020052654,0.0003534763,0.00011287227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007592627,0.00034397718,0.00024290167,0.0005649043,0.00035904525,0.00036314304,0.00038996353,0.00046183183,0.0019763084],"category_scores_gemma":[0.0016330215,0.00016407935,0.00024830844,0.00042445975,0.00026133851,0.00045301334,0.00043942363,0.00034622656,0.000262908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001489283,0.0012231037,0.029988592,0.00020344279,0.000059082657,0.00030056943,0.00035555096,0.13804884,0.8017568,0.00088822964,0.00047405594,0.025212556],"study_design_scores_gemma":[0.00023931908,0.008392295,0.031233776,0.0000381731,0.00008584445,0.0001111855,0.0003270022,0.36130846,0.59628767,0.00034996434,0.0015537448,0.000072594456],"about_ca_topic_score_codex":0.008350134,"about_ca_topic_score_gemma":0.0065252935,"teacher_disagreement_score":0.008350134,"about_ca_system_score_codex":0.0006782283,"about_ca_system_score_gemma":0.0004742382,"threshold_uncertainty_score":0.016603053},"labels":[],"label_agreement":null},{"id":"W2079063215","doi":"10.7901/2169-3358-2005-1-1001","title":"LASER FLUOROSENSOR DEMONSTRATION FLIGHTS AROUND THE SOUTHERN COAST OF NEWFOUNDLAND","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Petroleum seep; Remote sensing; Environmental science; Aerial survey; Oceanography; Meteorology; Geography; Geology; Ecology","score_opus":0.013152952208492262,"score_gpt":0.22764526735370327,"score_spread":0.214492315145211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079063215","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99333006,0.000033130025,0.00056970346,0.00016281156,0.000013105147,0.000038360206,0.0008905005,0.00012141341,0.0048409463],"genre_scores_gemma":[0.9934762,0.000050763378,0.001878857,0.000067709516,0.0000051843613,0.000029873798,0.0009585991,0.000009324378,0.003523455],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986553,0.000011311199,0.0000031385423,0.000021019527,0.00003546891,0.00006349557],"domain_scores_gemma":[0.99979275,0.000029116829,0.00001895984,0.000016531641,0.00008754134,0.000055033997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023548379,0.00021721155,0.0001815484,0.00032341704,0.0012528403,0.00028486917,0.0002259252,0.0002500444,0.0015251827],"category_scores_gemma":[0.00024106128,0.00011413544,0.00014675978,0.00028693338,0.00031300352,0.00016843628,0.00032292042,0.0005344488,0.00021157447],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004358984,0.001752229,0.35355487,0.0002803045,0.0003356393,0.005572703,0.0076577435,0.030547807,0.42862493,0.0011508935,0.028969215,0.13719465],"study_design_scores_gemma":[0.00025298944,0.0019286503,0.91214854,0.000045258777,0.000071621704,0.0003992057,0.004808041,0.015951812,0.045545332,0.0001659414,0.018599255,0.00008333935],"about_ca_topic_score_codex":0.53307277,"about_ca_topic_score_gemma":0.85587597,"teacher_disagreement_score":0.46692723,"about_ca_system_score_codex":0.001559639,"about_ca_system_score_gemma":0.0014847232,"threshold_uncertainty_score":0.9393541},"labels":[],"label_agreement":null},{"id":"W2080214853","doi":"10.7901/2169-3358-2008-1-639","title":"ULTRAVIOLET FLUORESCENCE SPECTROSCOPY (UVFS): A NEW MEANS OF DETERMINING THE EFFECT OF CHEMICAL DISPERSANTS ON OIL SPILLS","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Dispersant; Ultraviolet; Seawater; Ultraviolet visible spectroscopy; Fluorescence; Environmental chemistry; Fluorescence spectroscopy; Microplastics; Chemistry; Spectroscopy; Hydrocarbon; Analytical Chemistry (journal); Chemical engineering; Materials science; Organic chemistry; Dispersion (optics); Optoelectronics","score_opus":0.011636925600948388,"score_gpt":0.23900313868658446,"score_spread":0.22736621308563607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080214853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7930373,0.007798411,0.18769427,0.00042620028,0.00019436223,0.00012755122,0.0012496528,0.0019369487,0.0075354264],"genre_scores_gemma":[0.83502585,0.004244323,0.15267518,0.00025507936,0.00007612471,0.00013844571,0.0005005569,0.00010454717,0.0069798487],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965537,0.00006909718,0.000015246968,0.0000773423,0.0001612241,0.000021746064],"domain_scores_gemma":[0.9994241,0.00022537792,0.00013100433,0.000043287786,0.00013723128,0.00003897739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047848237,0.00044120496,0.00025150503,0.0010600726,0.00030050916,0.00034622077,0.0003218539,0.00052855746,0.0011365436],"category_scores_gemma":[0.0006195947,0.00019949085,0.00020113721,0.00043742883,0.00038741244,0.0005902745,0.0002763478,0.00065407547,0.00024147003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008091723,0.00003657396,0.0015560115,0.00009798112,0.000012601661,0.000035386514,0.000031055493,0.00015757885,0.9841427,0.0001396821,0.00020384596,0.013505687],"study_design_scores_gemma":[0.0000063702137,0.0002059542,0.0038389473,0.000011955867,0.000015521313,0.00018633758,0.000041818235,0.0014687292,0.99196553,0.00012121332,0.0021211552,0.000016399545],"about_ca_topic_score_codex":0.0008425384,"about_ca_topic_score_gemma":0.0014396454,"teacher_disagreement_score":0.0011365436,"about_ca_system_score_codex":0.00033671744,"about_ca_system_score_gemma":0.00024951593,"threshold_uncertainty_score":0.0038021207},"labels":[],"label_agreement":null},{"id":"W2082647556","doi":"10.7901/2169-3358-2001-1-339","title":"Effect of Pulsed Additions of Nutrients on Oil Biodegradation in Continuous-Flow Beach Microcosms","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Microcosm; Nutrient; Biodegradation; Bioremediation; Environmental chemistry; Nitrate; Environmental science; Nitrogen; Phosphorus; Ammonium; Chemistry; Pulp and paper industry; Environmental engineering; Ecology; Contamination; Biology","score_opus":0.010536463506520367,"score_gpt":0.22339568834937087,"score_spread":0.2128592248428505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082647556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99853444,0.00017966866,0.00052014925,0.000035954603,0.000017129923,0.00003842789,0.00033400473,0.000046192254,0.00029402957],"genre_scores_gemma":[0.99253803,0.00032627906,0.0054643517,0.00005273903,0.000015083365,0.000104070845,0.00057525065,0.000022220811,0.00090198015],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99928814,0.00012979463,0.000088170375,0.00019328133,0.00017431215,0.00012632158],"domain_scores_gemma":[0.99858874,0.0004933538,0.000243857,0.000091089154,0.00027010118,0.00031275296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040995947,0.00053783564,0.0006519734,0.0002360093,0.0002492159,0.0010522848,0.00048264334,0.00047175656,0.00066018885],"category_scores_gemma":[0.0010893667,0.0003620975,0.00029895324,0.00022615583,0.00029905813,0.00029681416,0.0006220491,0.00054627494,0.00020402916],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001651753,0.0002952657,0.0037183766,0.0001189024,0.00002374909,0.00007330752,0.0001500399,0.00027882957,0.9901668,0.000035750138,0.000082640276,0.003404521],"study_design_scores_gemma":[0.00015147262,0.007554095,0.027066175,0.000029018855,0.00009952526,0.00015429645,0.00034876284,0.004765026,0.9586546,0.000052528925,0.0010741925,0.000050388247],"about_ca_topic_score_codex":0.0057299617,"about_ca_topic_score_gemma":0.008735068,"teacher_disagreement_score":0.0057299617,"about_ca_system_score_codex":0.00062091067,"about_ca_system_score_gemma":0.00068775646,"threshold_uncertainty_score":0.011393249},"labels":[],"label_agreement":null},{"id":"W2083724493","doi":"10.7901/2169-3358-2011-1-427","title":"Arctic Council Arctic Marine Shipping Assessment (AMSA)","year":2011,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Scope (computer science); Work (physics); Environmental planning; Business; Environmental protection; Environmental resource management; Environmental science; Oceanography; Geography; Engineering; Computer science","score_opus":0.1322981468249276,"score_gpt":0.3326263413013648,"score_spread":0.2003281944764372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083724493","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039295882,0.004353196,0.0082605295,0.010999351,0.0044257655,0.0019027311,0.5067666,0.0016031109,0.4223928],"genre_scores_gemma":[0.1722948,0.008031189,0.05448504,0.003677848,0.001101486,0.00310839,0.53570384,0.00078263565,0.22081481],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946714,0.0007151634,0.00031172755,0.00023246913,0.003808322,0.0002608805],"domain_scores_gemma":[0.9861736,0.0009113106,0.00066006556,0.0004231635,0.011057614,0.0007741734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052274973,0.0005068789,0.00039172778,0.003822366,0.0014940161,0.0027700092,0.0010558144,0.000876076,0.010015665],"category_scores_gemma":[0.008602467,0.0003623295,0.00065530743,0.0048635155,0.0002361813,0.0008844365,0.0011915971,0.0010915191,0.0056309192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020890396,0.00009500457,0.020342778,0.00080638455,0.00006821116,0.00013090405,0.0003296028,0.0032285633,0.0008169566,0.0065527847,0.8908835,0.0765363],"study_design_scores_gemma":[0.000032790966,0.00005652672,0.051734563,0.00042674594,0.000030178795,0.000034080433,0.00031247566,0.001770953,0.0007198299,0.00077567634,0.9440635,0.00004265689],"about_ca_topic_score_codex":0.3332882,"about_ca_topic_score_gemma":0.23033528,"teacher_disagreement_score":0.3332882,"about_ca_system_score_codex":0.003959087,"about_ca_system_score_gemma":0.02710366,"threshold_uncertainty_score":0.6626965},"labels":[],"label_agreement":null},{"id":"W2084212175","doi":"10.7901/2169-3358-2014.1.2098","title":"Incorporating Well Control Support Functions into a Broader Oil Spill Response Organization","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Incident response; Flexibility (engineering); Situation awareness; Control (management); Command and control; Emergency response; Function (biology); Government (linguistics); Oil spill; Well control; Key (lock); Process management; Business; Computer science; Engineering; Computer security; Management; Petroleum engineering; Drilling; Telecommunications; Mechanical engineering","score_opus":0.007029566782062217,"score_gpt":0.21429380482607022,"score_spread":0.207264238044008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084212175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71950763,0.0003809953,0.1394805,0.012208319,0.00036515653,0.0013092337,0.00005747289,0.0016018961,0.12508874],"genre_scores_gemma":[0.9637276,0.00012407142,0.026233805,0.00035158914,0.000056780857,0.00009458825,0.000041104406,0.000047995327,0.009322465],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955883,0.0017965179,0.00017067911,0.0003918864,0.00091745565,0.001135235],"domain_scores_gemma":[0.9901972,0.0017419698,0.0011507341,0.0011744205,0.0023129801,0.0034226004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054230816,0.00047728798,0.00018287769,0.0014443308,0.003575247,0.0056225657,0.0014384942,0.0009098385,0.009655688],"category_scores_gemma":[0.0065216646,0.00027349003,0.000252086,0.00049653027,0.0021035902,0.0039952467,0.0040749013,0.001267286,0.0016512901],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066405244,0.0041023092,0.07253472,0.0006011808,0.00013205232,0.0021917764,0.03240195,0.048015364,0.05030434,0.093099214,0.018556211,0.67739683],"study_design_scores_gemma":[0.00034433184,0.008561592,0.104890235,0.0014584108,0.0002387404,0.0016552062,0.15937892,0.09740745,0.032683216,0.043961726,0.54881716,0.0006030701],"about_ca_topic_score_codex":0.004253678,"about_ca_topic_score_gemma":0.009492601,"teacher_disagreement_score":0.009655688,"about_ca_system_score_codex":0.002972393,"about_ca_system_score_gemma":0.0074664294,"threshold_uncertainty_score":0.032301486},"labels":[],"label_agreement":null},{"id":"W2084526925","doi":"10.7901/2169-3358-2003-1-503","title":"Approaches to Nontank Vessel Contingency Planning1","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contingency plan; Oil spill; Petroleum; Plan (archaeology); Fishing; Environmental planning; Marine engineering; Engineering; Environmental protection; Environmental science; Geography; Fishery; Geology; Management; Archaeology","score_opus":0.06443533641551312,"score_gpt":0.23414213250168123,"score_spread":0.16970679608616812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084526925","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015297441,0.002038071,0.8775577,0.0052635428,0.00019461296,0.00052610587,0.00017894048,0.00032298826,0.09862073],"genre_scores_gemma":[0.39316463,0.0027917693,0.5869039,0.0003616404,0.00012226038,0.00052658987,0.00030417653,0.00015573703,0.015669199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953496,0.0026827268,0.0001607167,0.0005394748,0.0008930601,0.00037446202],"domain_scores_gemma":[0.9930345,0.0038708993,0.0005961411,0.00049523066,0.0014672674,0.00053595606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045545157,0.00093818846,0.0007197559,0.0038253774,0.003113682,0.0060328958,0.0037066715,0.0019274784,0.013301454],"category_scores_gemma":[0.006953041,0.0008630752,0.0012287064,0.0049152216,0.0045624506,0.0032417423,0.0042883526,0.0032521249,0.0006978379],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051784995,0.00022403678,0.0018823717,0.00034708116,0.000099664,0.00058085483,0.0031880727,0.2549127,0.0004502071,0.5974412,0.007931197,0.13289084],"study_design_scores_gemma":[0.00005800856,0.000102631246,0.0013703273,0.00039979996,0.000060132632,0.0002428852,0.008394304,0.3007828,0.00057971646,0.5834156,0.104516,0.00007787851],"about_ca_topic_score_codex":0.0389241,"about_ca_topic_score_gemma":0.0696626,"teacher_disagreement_score":0.0389241,"about_ca_system_score_codex":0.008158903,"about_ca_system_score_gemma":0.009897293,"threshold_uncertainty_score":0.07739508},"labels":[],"label_agreement":null},{"id":"W2084725349","doi":"10.7901/2169-3358-2003-1-447","title":"Latest Update of Tests and Improvements to Coast Guard Viscous Oil Pumping System (VOPS)1","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Towing; SAFER; Engineering; Guard (computer science); Navy; Petroleum industry; Spillage; Marine engineering; Waste management; Environmental engineering; Geography; Computer security; Archaeology; Computer science","score_opus":0.045705370007536335,"score_gpt":0.331569568474178,"score_spread":0.2858641984666417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084725349","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16422187,0.0915506,0.06668066,0.05856233,0.03710331,0.0064782375,0.07459339,0.019169595,0.48163992],"genre_scores_gemma":[0.41257006,0.07335443,0.11267278,0.012806335,0.0062976405,0.001603465,0.09585652,0.0025612803,0.28227744],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9918943,0.001135075,0.0007567455,0.00047994172,0.005340911,0.00039302933],"domain_scores_gemma":[0.9612007,0.0024790599,0.0016873262,0.0010288983,0.03250398,0.0011000148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007079565,0.0009949313,0.0005864269,0.0054340186,0.00083226303,0.0025088093,0.003177145,0.0013718152,0.01798451],"category_scores_gemma":[0.018607328,0.00039829526,0.000873388,0.0037397419,0.00050812965,0.0030990178,0.0009164027,0.0017179839,0.0058059664],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000348937,0.00061956566,0.014281103,0.0013262401,0.000058962192,0.00032446824,0.00034961957,0.0021184327,0.0057830093,0.0019453295,0.26783866,0.70500576],"study_design_scores_gemma":[0.000031427746,0.0007810074,0.026255298,0.0008841533,0.00009085009,0.00029431414,0.0005822829,0.0017937036,0.009652873,0.00039241833,0.9591795,0.000062088584],"about_ca_topic_score_codex":0.035587635,"about_ca_topic_score_gemma":0.03149021,"teacher_disagreement_score":0.035587635,"about_ca_system_score_codex":0.0033335276,"about_ca_system_score_gemma":0.00439691,"threshold_uncertainty_score":0.070760965},"labels":[],"label_agreement":null},{"id":"W2086631530","doi":"10.7901/2169-3358-2003-1-227","title":"The West Coast Offshore Vessel Traffic Risk Management Project","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Naval Academy; U.S. Navy; University of Oregon","keywords":"Coast guard; Workgroup; West coast; Submarine pipeline; Geography; Engineering; Environmental resource management; Environmental protection; Oceanography; Environmental science","score_opus":0.01292967747443146,"score_gpt":0.23511819148804985,"score_spread":0.2221885140136184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086631530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59040654,0.0011534076,0.07854486,0.015981246,0.00044933296,0.0071731647,0.015640447,0.0024370449,0.28821397],"genre_scores_gemma":[0.5277815,0.003068433,0.19314517,0.0010069864,0.00012595135,0.0066836746,0.027445516,0.00047942364,0.24026334],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99849033,0.0005778655,0.00006308843,0.00015720174,0.00060335454,0.000108092536],"domain_scores_gemma":[0.99699664,0.00031893843,0.0002165837,0.00019386905,0.0017901126,0.00048387487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040745917,0.00057507685,0.00017623439,0.0011774023,0.0010478821,0.0021298372,0.0009693229,0.00046375394,0.0075865374],"category_scores_gemma":[0.0034659621,0.00024673884,0.00023092488,0.0008571351,0.0002857546,0.0008037691,0.0020293195,0.0006066406,0.0017535283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027884825,0.0016825831,0.03733082,0.0002712448,0.00005084906,0.0005667267,0.00324005,0.011287816,0.0025056,0.012781784,0.2070155,0.7229882],"study_design_scores_gemma":[0.00034828816,0.0022884565,0.080599375,0.0011633012,0.00012448656,0.00057833025,0.020347768,0.060337782,0.009417925,0.009806677,0.8148939,0.00009378037],"about_ca_topic_score_codex":0.029971156,"about_ca_topic_score_gemma":0.02603555,"teacher_disagreement_score":0.029971156,"about_ca_system_score_codex":0.0013254869,"about_ca_system_score_gemma":0.009251294,"threshold_uncertainty_score":0.05959338},"labels":[],"label_agreement":null},{"id":"W2088810391","doi":"10.7901/2169-3358-2014.1.426","title":"Guidelines to Prepare for Oil Sands Product Spills in Varied Aquatic Environments","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Environmental science; Asphalt; Oil spill; Petroleum engineering; Geology; Environmental engineering; Geography; Archaeology","score_opus":0.026378540685619914,"score_gpt":0.28092253766715775,"score_spread":0.25454399698153785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088810391","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039369788,0.02386018,0.16330329,0.19070938,0.007794337,0.050098363,0.009303635,0.011391445,0.5041696],"genre_scores_gemma":[0.093482055,0.053860642,0.4817089,0.06500298,0.002426563,0.04284481,0.01267001,0.0011996011,0.24680452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99228114,0.0027086376,0.0011790704,0.00020526156,0.0028033636,0.00082251173],"domain_scores_gemma":[0.9804898,0.0024813816,0.0020200233,0.0007226485,0.012425559,0.001860661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008790602,0.0014646498,0.000718586,0.0035294155,0.0019137285,0.002305984,0.0036987066,0.0051572593,0.02061295],"category_scores_gemma":[0.01678689,0.00076451234,0.0011544499,0.0016022164,0.0013185373,0.0016513271,0.0029354724,0.0033216733,0.020933717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020066762,0.0012609295,0.005285471,0.0015893431,0.000027049522,0.0031060292,0.0018757342,0.0017516994,0.013496776,0.0030516912,0.63688207,0.33147264],"study_design_scores_gemma":[0.000070031216,0.0004408294,0.010764542,0.0028057643,0.000023298533,0.0013419308,0.0022443288,0.0005940415,0.0036754515,0.0024712316,0.97548044,0.000088144436],"about_ca_topic_score_codex":0.016359176,"about_ca_topic_score_gemma":0.036827892,"teacher_disagreement_score":0.98364085,"about_ca_system_score_codex":0.0017858223,"about_ca_system_score_gemma":0.012446323,"threshold_uncertainty_score":0.06895721},"labels":[],"label_agreement":null},{"id":"W2089142081","doi":"10.7901/2169-3358-2003-1-429","title":"Emulsion Formation Testing in the Laboratory and Ohmsett","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Emulsion; Rheology; Emulsified fuel; Environmental science; Materials science; Chemistry; Composite material; Organic chemistry","score_opus":0.01839004864821674,"score_gpt":0.2294899845006367,"score_spread":0.21109993585241996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089142081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92306286,0.0018436483,0.065831356,0.00014288386,0.00021553165,0.0005382152,0.0005831722,0.0008016783,0.0069805523],"genre_scores_gemma":[0.9449128,0.0011480207,0.045070577,0.00017136219,0.00008537526,0.0005053902,0.0008669786,0.00013643097,0.007102952],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985421,0.00023844327,0.00013829075,0.00039195197,0.00056256464,0.00012663289],"domain_scores_gemma":[0.9985613,0.00041411357,0.0003242294,0.00013429012,0.0004543167,0.000111716705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015287168,0.00063956314,0.00036462914,0.0012374128,0.0010138806,0.0005359356,0.0008941835,0.0005552179,0.0032609752],"category_scores_gemma":[0.001494086,0.0002691292,0.00063359266,0.0007285182,0.0005558883,0.000901576,0.0008258274,0.00091003696,0.00058451144],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044249036,0.0003547696,0.0032125951,0.00014424472,0.00003531021,0.00018138037,0.00028451037,0.0002924263,0.984593,0.00030613705,0.00028762614,0.009865591],"study_design_scores_gemma":[0.000045083787,0.0021886234,0.0054070908,0.000016878113,0.000061865656,0.00021927213,0.00013682678,0.0009313521,0.9880525,0.00012165077,0.002786443,0.000032425378],"about_ca_topic_score_codex":0.0024180077,"about_ca_topic_score_gemma":0.0035578336,"teacher_disagreement_score":0.0032609752,"about_ca_system_score_codex":0.0005917698,"about_ca_system_score_gemma":0.0006468111,"threshold_uncertainty_score":0.010909021},"labels":[],"label_agreement":null},{"id":"W2090201435","doi":"10.7901/2169-3358-2008-1-453","title":"DEVELOPMENT OF AN EQUIPMENT MAINTENANCE MANAGEMENT SUPPORT SYSTEM","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"License; Operational maintenance; Computerized maintenance management system; Preventive maintenance; Planned maintenance; Corrective maintenance; Computer science; Work order; Predictive maintenance; The Internet; Engineering; Operations management; Reliability engineering; World Wide Web; Operating system","score_opus":0.09534173425008158,"score_gpt":0.33800944331880783,"score_spread":0.24266770906872626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090201435","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1633528,0.00049460784,0.597711,0.00063446007,0.00037744548,0.0028191272,0.0039328886,0.2084488,0.022228872],"genre_scores_gemma":[0.57334954,0.00033875863,0.37815228,0.0003551423,0.0002536394,0.0012783812,0.014488804,0.0023113443,0.029472016],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99916625,0.00009770942,0.000121090765,0.00021361063,0.0003142491,0.00008709513],"domain_scores_gemma":[0.9978783,0.00044250287,0.00011253596,0.00039201073,0.00087315857,0.00030151763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015188718,0.0005726478,0.0005470943,0.0011797728,0.0004485595,0.001559599,0.0017241299,0.0006723544,0.013254953],"category_scores_gemma":[0.002918646,0.000499387,0.00038723703,0.0006367405,0.00023767333,0.0015279592,0.0011654762,0.0010695053,0.006077162],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014123479,0.0010789068,0.012688428,0.00060084375,0.000114107024,0.0013969364,0.0008013061,0.013129643,0.0899971,0.0051909313,0.050400402,0.8231891],"study_design_scores_gemma":[0.0019887371,0.0029844446,0.031818055,0.00041567397,0.00039666725,0.0023491965,0.0004736758,0.4062733,0.20171653,0.0046815397,0.3465941,0.00030805214],"about_ca_topic_score_codex":0.0022600966,"about_ca_topic_score_gemma":0.0006243783,"teacher_disagreement_score":0.013254953,"about_ca_system_score_codex":0.0005045906,"about_ca_system_score_gemma":0.001130451,"threshold_uncertainty_score":0.04434222},"labels":[],"label_agreement":null},{"id":"W2092209410","doi":"10.7901/2169-3358-2008-1-443","title":"THE SHORELINE RESPONSE DECISION-MAKING PROCESS","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Process (computing); Identification (biology); Computer science; Oil spill; Risk analysis (engineering); Decision analysis; Decision-making; Selection (genetic algorithm); Shore; Environmental resource management; Environmental science; Operations research; Ecology; Engineering; Business; Operations management; Machine learning; Geology; Mathematics","score_opus":0.014511216305397335,"score_gpt":0.2648642074430933,"score_spread":0.250352991137696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092209410","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15918621,0.0006169332,0.6449336,0.011695935,0.00023042866,0.0030061663,0.0005320681,0.0006434655,0.17915514],"genre_scores_gemma":[0.8440259,0.00038439076,0.1356175,0.0006099909,0.00007639935,0.00067995203,0.00031478045,0.000043193388,0.018247955],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99130964,0.0054809093,0.00033580785,0.0007866277,0.0013984938,0.000688476],"domain_scores_gemma":[0.9937418,0.0033254921,0.00076229265,0.0002850961,0.0012926192,0.0005926287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009086119,0.00059450796,0.00028143963,0.0009710061,0.0014715364,0.0048961993,0.0013928715,0.0017704725,0.015530958],"category_scores_gemma":[0.011462442,0.0002673566,0.00056727295,0.0008538496,0.0019222284,0.0024839432,0.0023265656,0.0012609306,0.0022525974],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005563459,0.00054969447,0.0107601555,0.00040482424,0.00013680353,0.0019567239,0.0074633104,0.16693553,0.008609524,0.53321964,0.01468656,0.25472093],"study_design_scores_gemma":[0.00021552634,0.0010691879,0.007568952,0.0005265433,0.000086007574,0.00045108944,0.012846876,0.37205598,0.00977591,0.45380685,0.14140326,0.00019377827],"about_ca_topic_score_codex":0.0030022357,"about_ca_topic_score_gemma":0.0021332107,"teacher_disagreement_score":0.015530958,"about_ca_system_score_codex":0.0023673938,"about_ca_system_score_gemma":0.0053667314,"threshold_uncertainty_score":0.051956177},"labels":[],"label_agreement":null},{"id":"W2092983858","doi":"10.7901/2169-3358-2014.1.1512","title":"Incorporating Traditional Knowledge and Subsistence Mapping into the Arctic Environmental Response Management Application","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bureau of Safety and Environmental Enforcement; Oil Spill Recovery Institute; National Oceanic and Atmospheric Administration; U.S. Environmental Protection Agency","keywords":"Baseline (sea); Arctic; Subsistence agriculture; The arctic; Government (linguistics); Preparedness; Environmental resource management; Resource (disambiguation); Environmental planning; Computer science; Environmental science; Geography; Political science; Oceanography","score_opus":0.011848929290639723,"score_gpt":0.20242288352228716,"score_spread":0.19057395423164744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092983858","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15206018,0.0005119168,0.58569306,0.0026822702,0.00036098348,0.001881448,0.039007623,0.10163934,0.116163105],"genre_scores_gemma":[0.29817057,0.00041842271,0.64962095,0.00056314067,0.00005097357,0.0010635761,0.03432605,0.0028269503,0.012959343],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865294,0.0003360728,0.000113987306,0.0003842833,0.00043019428,0.000082486695],"domain_scores_gemma":[0.9972458,0.0012093239,0.00012537904,0.00058026676,0.0006748206,0.00016451368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020852308,0.0006886655,0.00036334147,0.002360607,0.0007309605,0.0025488785,0.0012448836,0.00053846964,0.0062805386],"category_scores_gemma":[0.0063702553,0.0003046438,0.0005762447,0.0017730717,0.00026953412,0.0022391714,0.0029235831,0.0007461975,0.002647583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000775192,0.0011039003,0.03886081,0.0013821571,0.00029245633,0.0015206209,0.0057333363,0.05052465,0.013076856,0.022683086,0.13069367,0.73335326],"study_design_scores_gemma":[0.0001256187,0.00020098254,0.0238843,0.00048974407,0.00010211442,0.00040189072,0.00419391,0.43869328,0.019269936,0.034548037,0.47790977,0.00018043107],"about_ca_topic_score_codex":0.01398911,"about_ca_topic_score_gemma":0.023114763,"teacher_disagreement_score":0.01398911,"about_ca_system_score_codex":0.00074290775,"about_ca_system_score_gemma":0.0012233532,"threshold_uncertainty_score":0.027815402},"labels":[],"label_agreement":null},{"id":"W2093152849","doi":"10.7901/2169-3358-2005-1-65","title":"CORRELATING WAVE TANK DISPERSANT EFFECTIVENESS TESTS WITH AT-SEA TRIALS","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Dispersant; Seawater; Environmental science; Viscosity; Limiting; Submarine pipeline; Petroleum engineering; Waste management; Dispersion (optics); Geotechnical engineering; Materials science; Engineering; Geology; Composite material; Oceanography; Physics; Mechanical engineering","score_opus":0.029542492771359875,"score_gpt":0.26931235154234856,"score_spread":0.2397698587709887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093152849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99173003,0.00042163712,0.0041007195,0.000050528608,0.000027660393,0.00041912505,0.00046188518,0.000060583057,0.0027278543],"genre_scores_gemma":[0.9864226,0.0006965456,0.0077963676,0.0000759398,0.000013234825,0.0002755852,0.0007494619,0.000043140437,0.0039270753],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980129,0.00047078065,0.00024185433,0.00020146053,0.00096282957,0.00011006654],"domain_scores_gemma":[0.9958877,0.0008513238,0.0010636443,0.00023711556,0.0017156277,0.0002446065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016694267,0.0005403519,0.00045431615,0.001003621,0.0003807347,0.00056818913,0.00052290095,0.00046091774,0.002005073],"category_scores_gemma":[0.0028824103,0.00019255806,0.000379838,0.00080006226,0.0004520344,0.00072199956,0.00065572665,0.0007920284,0.00068784034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019962916,0.00066721387,0.039878026,0.0004498841,0.000104842075,0.0002095597,0.0005966562,0.0014870598,0.93348944,0.00015417371,0.00033363097,0.020633303],"study_design_scores_gemma":[0.00007637243,0.020127177,0.08537173,0.00005577635,0.00015849476,0.00016589512,0.0008661682,0.001368032,0.88850135,0.00008798112,0.0031656765,0.00005531844],"about_ca_topic_score_codex":0.0026803457,"about_ca_topic_score_gemma":0.0065624244,"teacher_disagreement_score":0.0026803457,"about_ca_system_score_codex":0.00060800434,"about_ca_system_score_gemma":0.00038735222,"threshold_uncertainty_score":0.008828878},"labels":[],"label_agreement":null},{"id":"W2093535347","doi":"10.7901/2169-3358-2003-1-1151","title":"Environmental Damage Assessment - Canadian Style","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Damages; Process (computing); Environmental restoration; Compensation (psychology); Risk analysis (engineering); Environmental planning; Enforcement; Environmental impact assessment; Environmental resource management; Business; Computer science; Environmental science; Political science; Psychology; Law","score_opus":0.013143733743794458,"score_gpt":0.260150259086365,"score_spread":0.24700652534257056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093535347","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01158003,0.005953112,0.015194889,0.0058408584,0.0009836091,0.0011419627,0.059774846,0.000942691,0.89858806],"genre_scores_gemma":[0.23698422,0.015618345,0.05919884,0.0023530864,0.00023373221,0.00074691157,0.043372065,0.0005770609,0.64091575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994665,0.00025843794,0.00018420702,0.00028372084,0.004181115,0.00042745972],"domain_scores_gemma":[0.9920982,0.00012978599,0.00013660472,0.00020251464,0.0071788672,0.00025409265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022395593,0.0011494505,0.0005001754,0.009460848,0.0035122975,0.0048491936,0.0018317795,0.0006797247,0.03299095],"category_scores_gemma":[0.0046767676,0.0003568405,0.00093404547,0.012746303,0.00096353766,0.0011675635,0.0016110766,0.0011707162,0.0036337348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105935265,0.00009209337,0.02289625,0.0007620224,0.00011313158,0.00029411507,0.0005410275,0.014672305,0.0011481254,0.085456945,0.5832993,0.2906187],"study_design_scores_gemma":[0.000021171112,0.000023963124,0.053425148,0.00034158328,0.000039316445,0.000110231,0.00054471096,0.003453541,0.0006580496,0.005313281,0.9360058,0.000063188396],"about_ca_topic_score_codex":0.98335546,"about_ca_topic_score_gemma":0.99175984,"teacher_disagreement_score":0.9567266,"about_ca_system_score_codex":0.043273374,"about_ca_system_score_gemma":0.0822452,"threshold_uncertainty_score":0.31397176},"labels":[],"label_agreement":null},{"id":"W2093742640","doi":"10.7901/2169-3358-2001-1-577","title":"Preparedness for Heavy Oil Spills: More Focus on Mechanical Feeder Skimmers","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weir; Environmental science; Oil viscosity; Marine engineering; Oil spill; Petroleum engineering; Engineering; Waste management; Environmental engineering; Viscosity","score_opus":0.020478245631393752,"score_gpt":0.25353049609497835,"score_spread":0.2330522504635846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093742640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971826,0.004249615,0.0019266438,0.004062807,0.00029136334,0.00035807554,0.0001645509,0.00011108617,0.017009746],"genre_scores_gemma":[0.95761806,0.005819624,0.004684577,0.0021552981,0.00025871716,0.00019843041,0.00037222027,0.000046674748,0.028846439],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999721,0.00006439576,0.000015497028,0.00005023538,0.00006667646,0.00008222177],"domain_scores_gemma":[0.99908555,0.00014931116,0.000117786716,0.000023649161,0.00035730866,0.00026635895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077163504,0.0004002601,0.00022897251,0.0005010066,0.00059070083,0.0005352553,0.00050350017,0.0005648381,0.016598992],"category_scores_gemma":[0.0012414492,0.00007704377,0.00025305696,0.00024385864,0.00027117424,0.00051232113,0.0009959267,0.00032541287,0.0015687211],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025630598,0.0036500515,0.12694646,0.004632623,0.000115940384,0.0009919882,0.004222891,0.0009011359,0.051371943,0.000980576,0.012611228,0.79101217],"study_design_scores_gemma":[0.0003747678,0.029362485,0.6102784,0.0023702302,0.00033282736,0.0021156105,0.024526399,0.0015209351,0.05255715,0.0011048146,0.27524745,0.0002088642],"about_ca_topic_score_codex":0.0063947523,"about_ca_topic_score_gemma":0.012955201,"teacher_disagreement_score":0.016598992,"about_ca_system_score_codex":0.00072242186,"about_ca_system_score_gemma":0.0016476678,"threshold_uncertainty_score":0.055529177},"labels":[],"label_agreement":null},{"id":"W2095440759","doi":"10.7901/2169-3358-2003-1-1131","title":"Development of a Composition Database for Selected Multicomponent Oils","year":2003,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Boiling point; API gravity; Database; Composition (language); Surface tension; Petroleum; Chemical composition; Chemistry; Alkane; Hydrocarbon; Environmental chemistry; Environmental science; Organic chemistry; Computer science; Thermodynamics","score_opus":0.029174853906810044,"score_gpt":0.27567700887426533,"score_spread":0.24650215496745528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095440759","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055210214,0.0009874881,0.33098823,0.00041090968,0.0001290036,0.0019737089,0.5139961,0.078412846,0.017891508],"genre_scores_gemma":[0.08013737,0.0011825212,0.27314472,0.00012456314,0.000021699425,0.00092753797,0.6348494,0.0022422299,0.007369847],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998938,0.000055655495,0.00019062326,0.00017628676,0.00055819086,0.00008124676],"domain_scores_gemma":[0.9960628,0.00041407137,0.00022321183,0.0006025369,0.002466064,0.00023119537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022279117,0.0013278826,0.0012769526,0.010014217,0.0011927657,0.0021625308,0.003440585,0.00085770205,0.008025489],"category_scores_gemma":[0.004504874,0.00079740176,0.001179801,0.0064342725,0.00032245126,0.0027695983,0.0013169001,0.00075773295,0.00610686],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025281338,0.0012385411,0.051209666,0.0027599218,0.00040872616,0.001691027,0.00066694117,0.07072937,0.06623231,0.022212073,0.14336455,0.6369588],"study_design_scores_gemma":[0.0005224471,0.0002319253,0.024633005,0.0003944994,0.0003606481,0.0007460213,0.00045070308,0.27643242,0.1582396,0.008692962,0.52895266,0.00034316306],"about_ca_topic_score_codex":0.11288492,"about_ca_topic_score_gemma":0.08595379,"teacher_disagreement_score":0.11288492,"about_ca_system_score_codex":0.0031685925,"about_ca_system_score_gemma":0.0078278305,"threshold_uncertainty_score":0.22445571},"labels":[],"label_agreement":null},{"id":"W2111397118","doi":"10.7901/2169-3358-2014.1.1759","title":"ESTIMATING MECHANICAL OIL RECOVERY WITH THE RESPONSE OPTIONS CALCULATOR","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contingency plan; Oil spill; Environmental science; Computer science; Calculator; Transit (satellite); Emergency response; Daylight; Operations research; Engineering; Transport engineering; Environmental engineering","score_opus":0.011116844705109968,"score_gpt":0.23186741164648259,"score_spread":0.22075056694137263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111397118","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3667319,0.00022531487,0.57742727,0.00033355795,0.000081392536,0.00048071388,0.0060132323,0.03151716,0.01718941],"genre_scores_gemma":[0.7822927,0.000054968656,0.21374393,0.000034500354,0.000012391319,0.00023576061,0.0017335151,0.000412582,0.0014796535],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987614,0.00042307578,0.00009693388,0.00017138205,0.00048458067,0.0000626076],"domain_scores_gemma":[0.99251187,0.004089475,0.00096755556,0.0008062298,0.0015097755,0.00011507178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027351428,0.00087153254,0.0004736071,0.0028826594,0.00036101343,0.0011932736,0.00090775767,0.00041927982,0.004066915],"category_scores_gemma":[0.010818724,0.00040790683,0.00057695835,0.0018820954,0.00031594193,0.0010035741,0.00067191053,0.00064854784,0.00069671986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000315644,0.00012938384,0.032479547,0.00011226568,0.00013589486,0.00008834672,0.000085830194,0.8573482,0.002157028,0.0039777965,0.004506162,0.09866381],"study_design_scores_gemma":[0.000013992658,0.000033884764,0.0019185983,0.000008209661,0.000010915425,0.000012896924,0.000014870823,0.9933943,0.0028370516,0.00065760396,0.0010768137,0.000020871541],"about_ca_topic_score_codex":0.02317296,"about_ca_topic_score_gemma":0.010701534,"teacher_disagreement_score":0.02317296,"about_ca_system_score_codex":0.0011200433,"about_ca_system_score_gemma":0.0016197506,"threshold_uncertainty_score":0.04607618},"labels":[],"label_agreement":null},{"id":"W2123365997","doi":"10.7901/2169-3358-2014.1.449","title":"A numerical model to simulate the droplet formation process resulting from the release of diluted bitumen products in marine environment","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Asphalt; Dispersion (optics); Oil spill; Oil droplet; Water column; Computer simulation; Environmental science; Numerical modeling; Petroleum engineering; Meteorology; Geology; Mechanics; Environmental engineering; Oceanography; Materials science; Engineering; Chemical engineering; Physics; Geophysics","score_opus":0.01611000081325333,"score_gpt":0.2310088810178691,"score_spread":0.21489888020461576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123365997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5397284,0.00045005162,0.43549415,0.0004888163,0.00022438861,0.00037047573,0.00093200675,0.00075496687,0.021556657],"genre_scores_gemma":[0.9610975,0.0002325748,0.030066304,0.000065556764,0.000020586138,0.00029130798,0.00032605798,0.000052964177,0.007847091],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987376,0.000022672597,0.000010051199,0.000023182434,0.00004740903,0.000022956881],"domain_scores_gemma":[0.99969923,0.00012585038,0.000046896526,0.000026512133,0.00006960247,0.000031891537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025211077,0.0004934065,0.00056313915,0.00032546563,0.000555512,0.000785099,0.00092652556,0.001319761,0.0017257853],"category_scores_gemma":[0.0008068937,0.0003282261,0.00053199474,0.00034131636,0.00059848966,0.00055560336,0.00057495217,0.0005954039,0.00023461023],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020151514,0.000018070677,0.0004832334,0.000013060124,0.000005500969,0.00007078546,0.000015886251,0.9936952,0.0036461905,0.0012146847,0.00006312239,0.00075422815],"study_design_scores_gemma":[0.0000073907777,0.000012823634,0.00008316688,0.000001386307,0.0000020041066,0.0000074952623,0.000003467505,0.99902546,0.00055918546,0.00014693981,0.0001481081,0.0000026297448],"about_ca_topic_score_codex":0.013854159,"about_ca_topic_score_gemma":0.004304999,"teacher_disagreement_score":0.013854159,"about_ca_system_score_codex":0.00095827994,"about_ca_system_score_gemma":0.0011555523,"threshold_uncertainty_score":0.027547002},"labels":[],"label_agreement":null},{"id":"W2125884821","doi":"10.7901/2169-3358-2014.1.299","title":"CANADA – UNITED STATES (SALISH SEA) SPILL RESPONSE ORGANIZATIONS: A COMPARISON","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Coast guard; Jurisdiction; Contingency plan; Territorial waters; Oil spill; Geography; Political science; Environmental planning; Environmental protection; Environmental resource management; International law; Law; Environmental science; Management","score_opus":0.009401315516392408,"score_gpt":0.22810214170814583,"score_spread":0.2187008261917534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125884821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5276044,0.0073556937,0.0009466779,0.015651722,0.00030431652,0.00025071698,0.010082732,0.00015014863,0.4376536],"genre_scores_gemma":[0.97439146,0.0031319428,0.0005956905,0.001609463,0.000038432492,0.00006944455,0.004822255,0.00003706295,0.01530432],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941122,0.00034180703,0.00018658844,0.00020706352,0.0032344977,0.0019178959],"domain_scores_gemma":[0.9875858,0.0007328598,0.0008699966,0.00016011579,0.009107115,0.0015441029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019595462,0.00020877378,0.00021117643,0.0066191354,0.003465231,0.0040831263,0.0009800027,0.00059585186,0.008798982],"category_scores_gemma":[0.0059414324,0.00015838578,0.00037787054,0.015088359,0.0015370842,0.0014699922,0.0020853342,0.000757382,0.0005993399],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000791828,0.0002062775,0.5095276,0.000958818,0.00023176172,0.00058556703,0.030198112,0.001576254,0.0009236119,0.102061175,0.14916481,0.20377415],"study_design_scores_gemma":[0.000020372894,0.000078797384,0.80996734,0.0002899911,0.000053134805,0.00010214036,0.05483597,0.00027678127,0.00022905285,0.00075066084,0.13335705,0.00003868213],"about_ca_topic_score_codex":0.97271323,"about_ca_topic_score_gemma":0.9849236,"teacher_disagreement_score":0.05242461,"about_ca_system_score_codex":0.05242461,"about_ca_system_score_gemma":0.063147314,"threshold_uncertainty_score":0.38036895},"labels":[],"label_agreement":null},{"id":"W2131358042","doi":"10.7901/2169-3358-2001-1-591","title":"A Review of the Problems Posed By Spills of Heavy Fuel Oils","year":2001,"lang":"en","type":"review","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Treasure; Oil spill; Contingency plan; Fuel oil; Bunker; Environmental protection; Petroleum; Engineering; Geography; Environmental planning; Waste management; Archaeology; Management; Geology","score_opus":0.02951498917158779,"score_gpt":0.28370531407506605,"score_spread":0.25419032490347826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131358042","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006567479,0.99706715,0.0002315868,0.0004848024,0.00048462494,0.000010262944,0.000023528302,0.000009546994,0.0010317704],"genre_scores_gemma":[0.0014638818,0.9972826,0.00022254151,0.00024550105,0.00031377785,0.0000056612944,0.000033381977,0.0000022923684,0.00043037388],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988605,0.00022099647,0.0002696825,0.00014374497,0.0004214294,0.00008373805],"domain_scores_gemma":[0.9977689,0.00088634406,0.00041540287,0.000042017306,0.0007786628,0.000108695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014493716,0.001081609,0.0014951157,0.005556171,0.0007260996,0.0018378,0.0012751824,0.001937637,0.0021195586],"category_scores_gemma":[0.0025514755,0.00055356923,0.00084420264,0.0063849227,0.0010457375,0.0024875728,0.00090193085,0.0013656886,0.0009852435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013944395,0.00015410388,0.0028342719,0.028414676,0.00012278337,0.0020783304,0.0005841278,0.0009376702,0.0012739387,0.0018603463,0.042743724,0.91885656],"study_design_scores_gemma":[0.000011633343,0.00038284995,0.010074366,0.013778519,0.00017285536,0.0080410745,0.0013892532,0.00023539759,0.0007460735,0.0010279935,0.9640682,0.0000718035],"about_ca_topic_score_codex":0.0062929727,"about_ca_topic_score_gemma":0.008423904,"teacher_disagreement_score":0.0062929727,"about_ca_system_score_codex":0.0010939727,"about_ca_system_score_gemma":0.002357743,"threshold_uncertainty_score":0.012512684},"labels":[],"label_agreement":null},{"id":"W2141385512","doi":"10.7901/2169-3358-2005-1-671","title":"OIL COMPOSITION AND PROPERTY DATABASE FOR OIL SPILL MODELING","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Database; Composition (language); Petroleum; Environmental science; Oil spill; Computer science; Environmental protection; Chemistry","score_opus":0.027928607794531723,"score_gpt":0.2548979804512706,"score_spread":0.2269693726567389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141385512","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026601871,0.0012824342,0.3134202,0.0009095902,0.00023243719,0.0011358358,0.5586149,0.07227159,0.025531197],"genre_scores_gemma":[0.11953197,0.0013129548,0.18616216,0.00028659214,0.00005140176,0.0012392001,0.68191034,0.0022873809,0.007218003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99928194,0.000094576535,0.00012585786,0.00013346628,0.00032067928,0.0000434793],"domain_scores_gemma":[0.9982128,0.0004312889,0.00014222521,0.00058526435,0.00053589104,0.00009259733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013307724,0.0011042404,0.0009389678,0.0028788764,0.0005524026,0.0018703075,0.003624336,0.0011170125,0.015430194],"category_scores_gemma":[0.0046546306,0.0006025002,0.0012524852,0.0033223946,0.0002672776,0.0026140509,0.0014535008,0.0010936976,0.007773677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010277057,0.0005876027,0.01584428,0.0019602655,0.00044247886,0.0012876298,0.00023645943,0.37905258,0.0097141145,0.05768704,0.35595962,0.17620026],"study_design_scores_gemma":[0.00023629912,0.00008916411,0.002778515,0.0001706662,0.00010225368,0.0002598666,0.00008596577,0.6260475,0.009474709,0.02117907,0.3394779,0.000098044984],"about_ca_topic_score_codex":0.01229727,"about_ca_topic_score_gemma":0.011458985,"teacher_disagreement_score":0.015430194,"about_ca_system_score_codex":0.0010639202,"about_ca_system_score_gemma":0.0018797249,"threshold_uncertainty_score":0.051619112},"labels":[],"label_agreement":null},{"id":"W2164358490","doi":"10.7901/2169-3358-2014-1-300156.1","title":"SUBMERSIBLE OPTICAL SENSORS EXPOSED TO CHEMICALLY-DISPERSED CRUDE OIL: WAVE TANK SIMULATIONS FOR IMPROVED OIL SPILL MONITORING","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Environmental science; Dilution; Plume; Subsea; Petroleum; Petroleum engineering; BTEX; Oil spill; Ethylbenzene; Environmental engineering; Marine engineering; Engineering; Toluene; Chemistry; Meteorology","score_opus":0.024174456785930866,"score_gpt":0.2551434222692032,"score_spread":0.23096896548327236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164358490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99516207,0.000018521485,0.003854921,0.00003185324,0.0000034431303,0.00001904536,0.00020264626,0.000035298093,0.0006721191],"genre_scores_gemma":[0.99518895,0.00004992359,0.004027251,0.000008924298,7.116004e-7,0.000033352517,0.00010864631,0.0000052205514,0.0005771018],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999404,0.000007772921,0.0000025969268,0.0000122205465,0.000022385339,0.00001457306],"domain_scores_gemma":[0.9998729,0.00006573517,0.000019055882,0.000011191611,0.000025239258,0.0000058030087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019182706,0.00027455465,0.0002328797,0.00015668178,0.00016774533,0.00025273144,0.00044220607,0.0003687056,0.00081063213],"category_scores_gemma":[0.00029574303,0.00014986527,0.00027976304,0.00018817867,0.00018806639,0.00028979703,0.00024147765,0.00035650982,0.00007219511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036948337,0.0002591238,0.009246947,0.00014598203,0.000029264309,0.0001416798,0.000118725446,0.73936516,0.24323465,0.000478428,0.00022561502,0.006384941],"study_design_scores_gemma":[0.000036264082,0.0002751617,0.0044401186,0.0000030451495,0.000014260812,0.000009484179,0.00006308375,0.93309426,0.061776403,0.00007625052,0.00020259531,0.00000905281],"about_ca_topic_score_codex":0.022033665,"about_ca_topic_score_gemma":0.023220625,"teacher_disagreement_score":0.022033665,"about_ca_system_score_codex":0.0007336913,"about_ca_system_score_gemma":0.00046999147,"threshold_uncertainty_score":0.043810844},"labels":[],"label_agreement":null},{"id":"W2165444660","doi":"10.7901/2169-3358-2014-1-300241.1","title":"Critical Shear Stresses of Sunken Oils","year":2014,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Flume; Shear (geology); Geotechnical engineering; Shear stress; Crude oil; Sink (geography); Hydrology (agriculture); Petroleum engineering; Materials science; Geography; Petrology; Composite material; Cartography","score_opus":0.022604169795443232,"score_gpt":0.2934765657111401,"score_spread":0.2708723959156969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165444660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897211,0.0003370953,0.006316548,0.000059425038,0.000033306427,0.00003062269,0.0002268263,0.000064818836,0.0032102729],"genre_scores_gemma":[0.9981651,0.00018525512,0.0006966363,0.000011581405,0.0000050267404,0.000013364343,0.00011049679,0.000013321397,0.00079934136],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960655,0.000018601597,0.00002495579,0.00007277571,0.00015426024,0.00012284608],"domain_scores_gemma":[0.9992729,0.00014976431,0.00016718461,0.000048482165,0.00022375231,0.00013801105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032219314,0.00041447967,0.00037865306,0.0010729056,0.0005139237,0.0011345991,0.00034635415,0.000425198,0.0019078735],"category_scores_gemma":[0.0017297461,0.00023923274,0.00030137596,0.0004267848,0.0011283219,0.0006906369,0.0007657843,0.00059354235,0.00030228499],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011231948,0.00019181616,0.03618025,0.00028964123,0.000056174205,0.0013384192,0.0015142934,0.091339916,0.81736505,0.010680139,0.0008680088,0.039053112],"study_design_scores_gemma":[0.00008783141,0.0007719974,0.07549032,0.000088634406,0.000047823796,0.0004103106,0.0013963438,0.1895709,0.7221599,0.0047408165,0.005062468,0.00017261293],"about_ca_topic_score_codex":0.0074356645,"about_ca_topic_score_gemma":0.004508303,"teacher_disagreement_score":0.0074356645,"about_ca_system_score_codex":0.0010223638,"about_ca_system_score_gemma":0.00095483306,"threshold_uncertainty_score":0.014784813},"labels":[],"label_agreement":null},{"id":"W2750675447","doi":"10.7901/2169-3358-2017.1.2620","title":"Canine Oil Detection (K9-SCAT) following 2015 Releases from the T/V Arrow Wreck","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Bay; Shore; Nova scotia; Geology; Sediment; Hydrology (agriculture); Environmental science; Oceanography; Geotechnical engineering; Geomorphology","score_opus":0.027407872537403243,"score_gpt":0.2686643602311505,"score_spread":0.24125648769374725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750675447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996358,0.000038951675,0.00031493127,0.000047735608,0.000018753512,0.00008441458,0.00087116304,0.00003137946,0.0022346436],"genre_scores_gemma":[0.9957391,0.000052402993,0.00078483706,0.000039653336,0.000007178576,0.0000324452,0.0009838121,0.000006520006,0.0023540433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99970347,0.00003164186,0.0000124183625,0.000070797425,0.00010419765,0.00007747662],"domain_scores_gemma":[0.9989876,0.0000812611,0.00030842898,0.00005225434,0.00035254413,0.00021796473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039783743,0.00026104145,0.00014805543,0.0005176128,0.0007937885,0.0003974646,0.0003146068,0.0003065545,0.0022499731],"category_scores_gemma":[0.0011504331,0.00019433022,0.00015553087,0.0002811079,0.00037061353,0.00020369016,0.00069099833,0.0004923675,0.00064170256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000572069,0.00017351378,0.9647593,0.00007390013,0.000037813417,0.0014820931,0.0033577166,0.00038614476,0.013139594,0.000087338616,0.0029937595,0.012936863],"study_design_scores_gemma":[0.0000062681925,0.00042130984,0.9923504,0.000031538162,0.000010280301,0.00031951506,0.0028079194,0.0005629813,0.0016219467,0.00001779118,0.0018393785,0.000010592258],"about_ca_topic_score_codex":0.16977863,"about_ca_topic_score_gemma":0.4960007,"teacher_disagreement_score":0.16977863,"about_ca_system_score_codex":0.0012736535,"about_ca_system_score_gemma":0.001073894,"threshold_uncertainty_score":0.33758086},"labels":[],"label_agreement":null},{"id":"W2750684897","doi":"10.7901/2169-3358-2017.1.515","title":"THE GREAT PATAGONIAN OIL SPILL (METULA), 41 YEARS LATER","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shore; Geology; Salt marsh; Asphalt; Oceanography; Marsh; Oil spill; Hydrology (agriculture); Environmental science; Archaeology; Geography; Geotechnical engineering; Petroleum engineering; Wetland; Ecology","score_opus":0.01782552556519793,"score_gpt":0.24988800265115263,"score_spread":0.2320624770859547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750684897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8071944,0.0031585654,0.0010931346,0.0050476715,0.0008707815,0.00035484927,0.02687892,0.0005032144,0.15489854],"genre_scores_gemma":[0.857466,0.0011583376,0.000993624,0.001475704,0.00015187694,0.000097197524,0.009962979,0.000063690706,0.12863049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998504,0.0000083746845,0.00000403236,0.000028053273,0.000046394147,0.000062704086],"domain_scores_gemma":[0.999835,0.000007114473,0.00003449673,0.000016296719,0.000068310306,0.00003878746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014480024,0.00028369314,0.00013226691,0.0003831573,0.0012442055,0.00078859535,0.00019369663,0.0003999784,0.007225454],"category_scores_gemma":[0.0002974762,0.00013508368,0.00014420692,0.0006216837,0.00042952242,0.00027034228,0.001018926,0.0005793182,0.0013382266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023084844,0.00019126739,0.53155106,0.0007170049,0.000245823,0.014104818,0.005000412,0.0018770745,0.014360078,0.008364735,0.19026913,0.23101015],"study_design_scores_gemma":[0.000020270902,0.00018189815,0.5914061,0.00009194068,0.000014100677,0.00082763744,0.002406045,0.000107766384,0.0022392974,0.00029501852,0.4023907,0.000019273211],"about_ca_topic_score_codex":0.20324591,"about_ca_topic_score_gemma":0.44445014,"teacher_disagreement_score":0.20324591,"about_ca_system_score_codex":0.003095799,"about_ca_system_score_gemma":0.0026101933,"threshold_uncertainty_score":0.40412575},"labels":[],"label_agreement":null},{"id":"W2750864862","doi":"10.7901/2169-3358-2017.1.498","title":"Tank Barge ARGO: A Case Study on the Employment of NCP Special Teams","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"BARGE; Argo; Coast guard; Environmental science; Engineering; Environmental planning; Environmental protection; Marine engineering; Oceanography; Geology","score_opus":0.031359530110753,"score_gpt":0.2845008670088921,"score_spread":0.2531413368981391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750864862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.874595,0.0011729888,0.0031343126,0.03000473,0.00057937135,0.0005034614,0.00043358203,0.00006572439,0.089510836],"genre_scores_gemma":[0.9659381,0.001554113,0.0029037313,0.0056931996,0.00019964694,0.0002570058,0.00021880594,0.000062454914,0.023173045],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.99500304,0.0019932992,0.0001197647,0.00025780022,0.0009513658,0.0016747],"domain_scores_gemma":[0.9943633,0.0018256644,0.0004991704,0.00022370354,0.0009038643,0.002184355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033544113,0.00075191946,0.00033406675,0.0015203281,0.020195078,0.004030347,0.003045461,0.004732035,0.008261578],"category_scores_gemma":[0.00627842,0.00042990438,0.0005502588,0.0016878512,0.0032615531,0.0024165232,0.004861882,0.004932398,0.0010249771],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034853397,0.003360617,0.09304429,0.00070135685,0.00011685168,0.24153268,0.41008168,0.0046737175,0.0022857045,0.040421277,0.1269766,0.076456666],"study_design_scores_gemma":[0.000024167355,0.0002857743,0.015532702,0.00046206004,0.00002042398,0.011567118,0.8509134,0.0017634543,0.00046017615,0.0024273852,0.11648497,0.000058437865],"about_ca_topic_score_codex":0.12113849,"about_ca_topic_score_gemma":0.27964908,"teacher_disagreement_score":0.12113849,"about_ca_system_score_codex":0.00884978,"about_ca_system_score_gemma":0.011807677,"threshold_uncertainty_score":0.24086678},"labels":[],"label_agreement":null},{"id":"W2750955425","doi":"10.7901/2169-3358-2017.1.1304","title":"The Canadian Oil Spill Shoreline Research Program: Establishing a Baseline Dataset for the Marine Coast of Northern British Columbia","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Shore; Baseline (sea); Petroleum; Oil spill; Environmental science; Sediment; Asphalt; Oceanography; Geology; Archaeology; Environmental protection; Geography","score_opus":0.04603417116584849,"score_gpt":0.31653075769213246,"score_spread":0.27049658652628394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750955425","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1832241,0.00045015558,0.0013537955,0.0007513351,0.00007825441,0.0010736893,0.80291754,0.00040345525,0.009747673],"genre_scores_gemma":[0.118291974,0.00041567237,0.006388601,0.0002549424,0.000019992664,0.001421918,0.86677873,0.00013242748,0.0062958235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983615,0.000108959204,0.00011976612,0.00030978135,0.00063804386,0.00046201327],"domain_scores_gemma":[0.98882383,0.00020279361,0.00057417515,0.00077337364,0.008740451,0.0008853751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012828796,0.0006648752,0.0007698166,0.005268811,0.0029418922,0.0015767914,0.0020146891,0.000816986,0.0039342428],"category_scores_gemma":[0.004484845,0.0005164829,0.0005904597,0.011568281,0.00051015045,0.0006034171,0.0016313437,0.0009673131,0.0026237583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004813246,0.00041961623,0.56295824,0.0006735225,0.00038233283,0.00075587805,0.0014233913,0.0038228799,0.0026737896,0.0010776272,0.37484333,0.05048811],"study_design_scores_gemma":[0.00006115033,0.000037445312,0.895263,0.00023053521,0.00004650404,0.00006273422,0.0025183088,0.002309216,0.00045925556,0.000103617145,0.09885435,0.00005391693],"about_ca_topic_score_codex":0.99100316,"about_ca_topic_score_gemma":0.99569327,"teacher_disagreement_score":0.024010487,"about_ca_system_score_codex":0.024010487,"about_ca_system_score_gemma":0.034649067,"threshold_uncertainty_score":0.17420912},"labels":[],"label_agreement":null},{"id":"W2751342358","doi":"10.7901/2169-3358-2017.1.000265","title":"Development of the Cold Weather Training Courses","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Extreme weather; Competence (human resources); Cold weather; Cold war; Training (meteorology); Engineering; Meteorology; Aeronautics; Environmental science; Computer science; Geography; Management; Climate change; Political science","score_opus":0.038241996133779016,"score_gpt":0.26517094214607745,"score_spread":0.22692894601229843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751342358","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.328971,0.0005832696,0.106898084,0.009032456,0.0026539713,0.023538167,0.003925504,0.0036020267,0.5207955],"genre_scores_gemma":[0.2753966,0.0007143105,0.24260904,0.0020841681,0.00044326668,0.010239874,0.0040546944,0.0005141302,0.46394387],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998386,0.00028228218,0.00008375449,0.00027534208,0.00048210713,0.00049041567],"domain_scores_gemma":[0.99341077,0.00049829803,0.00023464778,0.00033202322,0.0020294462,0.0034949132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035127767,0.0004394157,0.00029081252,0.00082610373,0.0021773104,0.0025243282,0.002319399,0.00088195904,0.044682257],"category_scores_gemma":[0.0046409164,0.00037878557,0.0003596497,0.00052603165,0.00055188,0.00092322327,0.0030925234,0.0019793597,0.011843664],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047631058,0.003456617,0.011692263,0.00057787134,0.000008065657,0.0006742336,0.012694091,0.0047127795,0.020752538,0.024865646,0.13359703,0.7864926],"study_design_scores_gemma":[0.00008375521,0.0010807259,0.037519053,0.0003479963,0.00000843773,0.00015335402,0.005746168,0.0019803164,0.006859208,0.0024731667,0.9436829,0.00006490458],"about_ca_topic_score_codex":0.011299703,"about_ca_topic_score_gemma":0.02616705,"teacher_disagreement_score":0.044682257,"about_ca_system_score_codex":0.0045571732,"about_ca_system_score_gemma":0.015146249,"threshold_uncertainty_score":0.14947706},"labels":[],"label_agreement":null},{"id":"W2751363785","doi":"10.7901/2169-3358-2017.1.2268","title":"Meso-scale studies on the penetration and retention of diluted bitumen in different types of shorelines, Northern British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Asphalt; Sediment; Shore; Penetration (warfare); Pebble; Weathering; Geology; Oceanography; Geochemistry; Geomorphology; Archaeology; Engineering; Geography","score_opus":0.01774110113689078,"score_gpt":0.21318211205388096,"score_spread":0.19544101091699018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751363785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99679,0.00012563441,0.00014301564,0.000025289466,0.0000039709325,0.00005883949,0.00070480444,0.000007028715,0.0021414498],"genre_scores_gemma":[0.99099636,0.0003055171,0.0008340175,0.00006873161,0.0000016809732,0.000054201733,0.000995598,0.000008865117,0.006735012],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996215,0.000012821303,0.0000147433875,0.00008386973,0.00018290816,0.0000840907],"domain_scores_gemma":[0.999468,0.000025162719,0.000043180342,0.000015889162,0.00036917045,0.000078706005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017265814,0.00034264443,0.0003119513,0.00044104035,0.002077746,0.00072343316,0.00042957728,0.00025822298,0.0013548596],"category_scores_gemma":[0.00025344957,0.00023611782,0.00022714339,0.0008187961,0.00044806008,0.00020081911,0.00044312995,0.00048569558,0.00028049725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012036284,0.0004703712,0.2621516,0.00043006276,0.00014316932,0.0011796419,0.0030830756,0.0023336574,0.70029294,0.0002368283,0.0016220288,0.02685297],"study_design_scores_gemma":[0.000017343376,0.0007570698,0.95126796,0.000023931832,0.000054257507,0.000111397465,0.0042306823,0.000851291,0.03872439,0.000022152162,0.0039114314,0.000028166873],"about_ca_topic_score_codex":0.91569376,"about_ca_topic_score_gemma":0.9744888,"teacher_disagreement_score":0.08430624,"about_ca_system_score_codex":0.0070858095,"about_ca_system_score_gemma":0.0048464374,"threshold_uncertainty_score":0.16960543},"labels":[],"label_agreement":null},{"id":"W2751370632","doi":"10.7901/2169-3358-2017.1.000309","title":"Predicting Surface Oil Transport in California Using a High-Resolution Regional Ocean Modeling System (ROMS) and the National Oceanic and Atmospheric Administration's (NOAA's) Trajectory Analysis Planner (TAP)","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"General Dynamics (Canada)","funders":"","keywords":"Upwelling; Environmental science; Oil spill; Submarine pipeline; Oceanography; Meteorology; Geology; Climatology; Geography","score_opus":0.022186349340875215,"score_gpt":0.24137682736375085,"score_spread":0.21919047802287564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751370632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98660976,0.0001526921,0.002314,0.00034190598,0.000037971513,0.000043405376,0.0052656103,0.0005164163,0.0047182436],"genre_scores_gemma":[0.97603714,0.00022044977,0.011846489,0.000042320662,0.00002348593,0.000043216893,0.010338768,0.00004932127,0.0013987798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998516,0.000019277593,0.000012408185,0.00005443755,0.000039550374,0.000022698943],"domain_scores_gemma":[0.99967945,0.000085120955,0.000040699175,0.000038163464,0.00010905924,0.000047537706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057310046,0.000688613,0.00036217205,0.00045727342,0.00057451066,0.00074571447,0.00081836863,0.00045516837,0.0007527364],"category_scores_gemma":[0.0009687514,0.00055294856,0.0008831287,0.0005956795,0.00020905385,0.00046141096,0.00044809407,0.00072742277,0.0001627645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016432098,0.00024833318,0.10382577,0.00006139021,0.00017072394,0.00009947769,0.000072521834,0.87073374,0.0009603126,0.0005114222,0.0044777323,0.018674185],"study_design_scores_gemma":[0.00011800423,0.00005300906,0.039080102,0.000014266854,0.00006017768,0.00000785689,0.000076388824,0.95848256,0.00050464727,0.00013521977,0.0014480446,0.000019715746],"about_ca_topic_score_codex":0.57798153,"about_ca_topic_score_gemma":0.5701603,"teacher_disagreement_score":0.57798153,"about_ca_system_score_codex":0.0014695864,"about_ca_system_score_gemma":0.0028484885,"threshold_uncertainty_score":0.8490076},"labels":[],"label_agreement":null},{"id":"W2751474270","doi":"10.7901/2169-3358-2017.1.1212","title":"Effects of tip streaming on the prediction of droplet size distribution in the presence of dispersants during subsea blowouts","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Subsea; Dispersant; Streaming current; Underwater; Mechanics; Materials science; Petroleum engineering; Environmental science; Geology; Nanotechnology; Optics; Physics; Geotechnical engineering; Electrokinetic phenomena; Dispersion (optics)","score_opus":0.011328801018168617,"score_gpt":0.22706279877716645,"score_spread":0.21573399775899785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751474270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633539,0.00013629482,0.034937456,0.000052591105,0.000029234589,0.00005299312,0.00017847285,0.00021176235,0.0010473838],"genre_scores_gemma":[0.99516416,0.000059654427,0.0043517333,0.000005699743,0.0000022016857,0.000014013096,0.00009146728,0.0000100270645,0.00030092933],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998975,0.000015987573,0.000008077942,0.000026897756,0.000035568686,0.000016021044],"domain_scores_gemma":[0.9996045,0.0002005473,0.000060356077,0.000029551065,0.00008060284,0.000024384895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031882676,0.0004444524,0.00030490616,0.00020940136,0.0002063971,0.00045858207,0.00042909558,0.0006645831,0.00048697207],"category_scores_gemma":[0.0008453083,0.00015246507,0.00037166895,0.00013590071,0.00022122647,0.00041184438,0.00031787282,0.00039897434,0.000088952664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018430619,0.00014455877,0.015296746,0.00009903754,0.000017974535,0.00023695781,0.000059174352,0.902069,0.06626216,0.00037584678,0.00019038026,0.015063887],"study_design_scores_gemma":[0.0000041707585,0.00003794545,0.000892718,0.0000015643866,0.0000019204515,0.000006307178,0.0000059977588,0.99163,0.0073473435,0.000023524402,0.000044934655,0.0000035946061],"about_ca_topic_score_codex":0.0109279435,"about_ca_topic_score_gemma":0.0041725105,"teacher_disagreement_score":0.0109279435,"about_ca_system_score_codex":0.00041944854,"about_ca_system_score_gemma":0.00048014987,"threshold_uncertainty_score":0.021728694},"labels":[],"label_agreement":null},{"id":"W2751509176","doi":"10.7901/2169-3358-2017.1.000041","title":"Positive impacts of the 2013 update to the Canadian Coast Guard and United States Coast Guard Joint Marine Pollution Contingency Plan, from a National and Regional Perspective","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Ninth; Geography; West coast; Fishery; Environmental resource management; Environmental planning; Environmental protection; Business; Political science; Oceanography; Environmental science; Biology","score_opus":0.018330693565413204,"score_gpt":0.24004632029874398,"score_spread":0.22171562673333078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751509176","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031602833,0.03935717,0.00734844,0.45934108,0.032689035,0.0016426675,0.015802981,0.0016645846,0.4105511],"genre_scores_gemma":[0.38509756,0.07186272,0.051382065,0.2325084,0.0049816,0.0010877941,0.02683398,0.0009427397,0.2253031],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9796745,0.0013943248,0.0007392294,0.0004927052,0.014703892,0.0029953215],"domain_scores_gemma":[0.9578138,0.0021146263,0.0014054325,0.00058190676,0.033944864,0.0041392976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012463433,0.0009391226,0.0004858838,0.003534976,0.006641305,0.007108002,0.0028408533,0.0036385509,0.0069490583],"category_scores_gemma":[0.032801583,0.00050235225,0.0010116339,0.004228117,0.0026767242,0.0021499638,0.0030690257,0.0048029213,0.0008812073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007029578,0.00009593735,0.008843762,0.0006487636,0.000048771468,0.00041333187,0.0014846029,0.0017684175,0.0006774739,0.016036587,0.8749754,0.09493669],"study_design_scores_gemma":[0.00001621477,0.000041284977,0.022771189,0.0005932444,0.000043959197,0.00011149698,0.002313339,0.00027938583,0.00046257646,0.0010006613,0.97227806,0.00008865914],"about_ca_topic_score_codex":0.96953624,"about_ca_topic_score_gemma":0.98461837,"teacher_disagreement_score":0.057602026,"about_ca_system_score_codex":0.057602026,"about_ca_system_score_gemma":0.26428384,"threshold_uncertainty_score":0.41793388},"labels":[],"label_agreement":null},{"id":"W2751523796","doi":"10.7901/2169-3358-2017.1.000117","title":"New York State's Inland Geographic Response Plans","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Homeland security; Emergency response; Environmental planning; Stakeholder; Governor; Preparedness; Resource (disambiguation); Business; Engineering; Geography; Terrorism; Political science; Archaeology","score_opus":0.020272412453175112,"score_gpt":0.24920598555672413,"score_spread":0.228933573103549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751523796","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009567045,0.0012262779,0.009006437,0.017818306,0.0029311962,0.006363181,0.06814413,0.0031579814,0.8817855],"genre_scores_gemma":[0.01752661,0.0014645808,0.016188381,0.0044656903,0.00031820274,0.004613048,0.053995196,0.00050307246,0.90092516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997621,0.00034484826,0.00014357206,0.00025832056,0.0012421412,0.00039007844],"domain_scores_gemma":[0.9938446,0.0005511896,0.00030264427,0.00039168965,0.0040830104,0.0008269444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004037811,0.0009890053,0.00039888348,0.0020643852,0.0029330144,0.004600255,0.0023007605,0.0017208084,0.13312884],"category_scores_gemma":[0.0054197186,0.00078806275,0.00041831008,0.0017302708,0.00067007076,0.001732712,0.0020351587,0.0022265806,0.035683554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003246184,0.00009543513,0.0010816234,0.00013811296,0.0000047935177,0.000113042406,0.00027238065,0.00072165154,0.00046082196,0.0065091355,0.9572675,0.033303067],"study_design_scores_gemma":[0.000017368398,0.000020420717,0.002117194,0.00007309524,0.000003648608,0.0000147256715,0.0003558074,0.00033849315,0.00016452516,0.00041623655,0.9964617,0.000016917942],"about_ca_topic_score_codex":0.25378662,"about_ca_topic_score_gemma":0.3300606,"teacher_disagreement_score":0.25378662,"about_ca_system_score_codex":0.0060516936,"about_ca_system_score_gemma":0.034034178,"threshold_uncertainty_score":0.5046189},"labels":[],"label_agreement":null},{"id":"W2751584981","doi":"10.7901/2169-3358-2017.1.1194","title":"PREDICTION OF OIL DROPLET MOVEMENT AND SIZE DISTRIBUTION: LAGRANGIAN METHOD AND VDROP-J MODEL","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Mechanics; Buoyancy; Oil droplet; Lift (data mining); Lagrangian particle tracking; Drag; Neutral buoyancy; Trajectory; Lagrangian; Plume; Physics; Meteorology; Chemistry; Computational fluid dynamics; Computer science; Emulsion","score_opus":0.021306485057256186,"score_gpt":0.257027050456986,"score_spread":0.2357205653997298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751584981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84117293,0.00025291016,0.15081966,0.000333472,0.000053234093,0.00009465897,0.00073851965,0.0006490345,0.005885536],"genre_scores_gemma":[0.9771978,0.00007653161,0.0206062,0.000023077408,0.000009530704,0.00005823989,0.000342086,0.00004018849,0.0016463553],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99993706,0.000012801217,0.0000037894097,0.000016612961,0.000016250317,0.000013497874],"domain_scores_gemma":[0.99965584,0.00019741962,0.00004906174,0.000015867401,0.000058202837,0.000023650025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026708195,0.000478575,0.0004034458,0.00033929112,0.00028344739,0.00048033544,0.00063824997,0.0010333423,0.0009515506],"category_scores_gemma":[0.0007521656,0.0002525703,0.0005079933,0.00023172087,0.00026410082,0.0003483076,0.00039129352,0.00046651842,0.00021702939],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030121802,0.000029105871,0.0026832172,0.000028211884,0.000009077188,0.00007530383,0.000010237575,0.99244505,0.0015570584,0.00032841682,0.0001564283,0.0026477908],"study_design_scores_gemma":[0.0000026458179,0.0000049509554,0.0001282592,7.0299683e-7,8.222534e-7,0.0000030728402,0.000001675838,0.9996244,0.00018652299,0.000023459581,0.000022310416,0.0000012559674],"about_ca_topic_score_codex":0.022275409,"about_ca_topic_score_gemma":0.007448743,"teacher_disagreement_score":0.022275409,"about_ca_system_score_codex":0.00055472384,"about_ca_system_score_gemma":0.00097584544,"threshold_uncertainty_score":0.044291496},"labels":[],"label_agreement":null},{"id":"W2751610471","doi":"10.7901/2169-3358-2017.1.2110","title":"Potential Health and Safety Concerns for Oil spill Responders Working in Proximity to Spills of Unconventional Crude Oil","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Crude oil; Work (physics); Environmental science; Government (linguistics); Health hazard; Hazard; Oil spill; Human decontamination; Asphalt; Waste management; Business; Environmental protection; Petroleum engineering; Environmental health; Engineering; Chemistry; Geography; Medicine","score_opus":0.12154938306544748,"score_gpt":0.40197384157548677,"score_spread":0.2804244585100393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751610471","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20598294,0.6231974,0.0035685818,0.07936403,0.0026239725,0.000926331,0.002933762,0.000109940185,0.08129311],"genre_scores_gemma":[0.35599878,0.60844624,0.004103398,0.017162135,0.0008075097,0.00036278123,0.0016408935,0.000022132708,0.011456161],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974612,0.0008891218,0.00046301275,0.00015950997,0.00081970886,0.00020743522],"domain_scores_gemma":[0.9934784,0.0028288527,0.0010000969,0.00007827338,0.002427126,0.00018727912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033330698,0.00040367967,0.00054793817,0.0044606235,0.0015680544,0.0022759638,0.0009967192,0.0024366688,0.0073438967],"category_scores_gemma":[0.008007413,0.00026993302,0.00093946623,0.0033174877,0.00086155103,0.0016305067,0.0011654494,0.001021255,0.0013335808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005650685,0.00048757077,0.039409596,0.09919657,0.0003760436,0.019688161,0.025817854,0.0006470071,0.0065251053,0.0068441243,0.05684962,0.7435933],"study_design_scores_gemma":[0.00006474304,0.0015686289,0.06584969,0.17924878,0.0017911631,0.013247765,0.12904806,0.00048555245,0.00784927,0.007010982,0.5936054,0.00023001523],"about_ca_topic_score_codex":0.018124763,"about_ca_topic_score_gemma":0.04399861,"teacher_disagreement_score":0.018124763,"about_ca_system_score_codex":0.0018754588,"about_ca_system_score_gemma":0.008706942,"threshold_uncertainty_score":0.036038518},"labels":[],"label_agreement":null},{"id":"W2751842605","doi":"10.7901/2169-3358-2017.1.1911","title":"Experimental and numerical investigation of the formation of Oil Particle Aggregates (OPA)","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Particle (ecology); Drop (telecommunication); Oil droplet; Coagulation; Materials science; Particle size; Mechanics; Petroleum engineering; Chemical engineering; Mineralogy; Chemistry; Physics; Mechanical engineering; Geology; Engineering","score_opus":0.021632418194713,"score_gpt":0.24990172146053272,"score_spread":0.2282693032658197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751842605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98614776,0.0001083191,0.008030144,0.00006664315,0.000028370512,0.000046259847,0.00056978205,0.00013681474,0.0048658955],"genre_scores_gemma":[0.9926473,0.00006038051,0.006358472,0.0000072005587,0.0000030754159,0.000024899908,0.00018689453,0.000009576809,0.0007023389],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997873,0.000017727496,0.000015952504,0.000044007098,0.00008674884,0.000048265738],"domain_scores_gemma":[0.9994172,0.0002594796,0.00007663979,0.00006341785,0.00014738247,0.00003597568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039987013,0.00030813355,0.00037274553,0.00036926017,0.00045744915,0.00042389063,0.00041361526,0.0007161202,0.0018736647],"category_scores_gemma":[0.000552077,0.00015177418,0.00029334374,0.00043274675,0.00044742227,0.0002854616,0.00035591755,0.00045651474,0.00018017965],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003849001,0.0008471793,0.022440381,0.0002964014,0.000041871772,0.0008098803,0.0002583497,0.5980983,0.35216877,0.0035013717,0.0009574613,0.02019527],"study_design_scores_gemma":[0.000032299653,0.00035985906,0.0064829146,0.000009760829,0.000014361235,0.00006815584,0.00012138487,0.8744627,0.11712588,0.0003754847,0.00092014996,0.000027039307],"about_ca_topic_score_codex":0.005412529,"about_ca_topic_score_gemma":0.004682567,"teacher_disagreement_score":0.005412529,"about_ca_system_score_codex":0.0004885333,"about_ca_system_score_gemma":0.00036017763,"threshold_uncertainty_score":0.010762036},"labels":[],"label_agreement":null},{"id":"W2752132181","doi":"10.7901/2169-3358-2017.1.1230","title":"Oil plume simulations: Tracking oil droplet size distribution and fluorescence within high-pressure release jets","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Dispersant; Plume; Environmental science; Oil droplet; Petroleum; BTEX; Petroleum engineering; Toluene; Environmental chemistry; Xylene; Chemistry; Dispersion (optics); Geology; Emulsion; Meteorology","score_opus":0.014919040895781022,"score_gpt":0.2479649382757574,"score_spread":0.23304589737997639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752132181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99311984,0.00002822595,0.0049624974,0.00007083603,0.000009299714,0.000024648594,0.00029809403,0.0001023624,0.0013840587],"genre_scores_gemma":[0.9959181,0.000026078023,0.0032882614,0.000013275777,0.000002723536,0.000029348983,0.00018739377,0.0000120764635,0.0005228752],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999163,0.00001264365,0.0000045841157,0.000015848274,0.000028266344,0.000022376817],"domain_scores_gemma":[0.9996369,0.00020490997,0.00004086378,0.000016720682,0.00006543004,0.000035187968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020453343,0.00036650675,0.00028569438,0.00027714806,0.000272873,0.00047071895,0.0004984798,0.0007848892,0.0010001394],"category_scores_gemma":[0.00068087777,0.00019027884,0.00046097793,0.00023399679,0.00025700178,0.00033218533,0.00030027892,0.00056664366,0.00009389074],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023292983,0.00021900062,0.012479423,0.0000376138,0.000032455104,0.00022605117,0.000076305325,0.9653068,0.017733922,0.0006379533,0.0002534199,0.0027641654],"study_design_scores_gemma":[0.0000118484995,0.000038038084,0.0010185408,0.0000011429521,0.000002723588,0.0000061242176,0.00001590041,0.9968466,0.0019502785,0.000040840172,0.00006486182,0.0000031639584],"about_ca_topic_score_codex":0.015443204,"about_ca_topic_score_gemma":0.007646142,"teacher_disagreement_score":0.015443204,"about_ca_system_score_codex":0.0004943876,"about_ca_system_score_gemma":0.0004761583,"threshold_uncertainty_score":0.030706644},"labels":[],"label_agreement":null},{"id":"W2752183072","doi":"10.7901/2169-3358-2017.1.2915","title":"Ongoing Research on Herding Agents for In Situ Burning in Arctic Waters: Laboratory and Test Tank Studies on Windows-of-Opportunity","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Slush; Environmental science; Racing slick; Wave tank; Arctic; Herding; National laboratory; Oil spill; Oceanography; Fishery; Geology; Environmental engineering; Engineering; Archaeology; Geography","score_opus":0.1516731736623173,"score_gpt":0.39131171680254484,"score_spread":0.23963854314022753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752183072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967007,0.000318703,0.0014906629,0.000050603954,0.000007512846,0.00009826921,0.00006903192,0.000016476148,0.0012480078],"genre_scores_gemma":[0.9841276,0.001131555,0.011456716,0.000114289316,0.000015800191,0.00016149625,0.00030051955,0.0000196696,0.0026723067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992913,0.00022775786,0.00003739388,0.00010154537,0.0002178645,0.00012402753],"domain_scores_gemma":[0.9989485,0.00030869,0.00023608186,0.00008475313,0.00026365658,0.0001584116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017449379,0.00043811114,0.000423826,0.00028294278,0.0008290862,0.00068401033,0.00084122876,0.0003864876,0.0016313469],"category_scores_gemma":[0.00097308005,0.00018083092,0.00055760524,0.00026808458,0.0005471741,0.0005968343,0.0004721518,0.00070524827,0.00022446645],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019110057,0.0030679728,0.023216275,0.00051495206,0.00009591041,0.00022471523,0.00086931075,0.001856414,0.937203,0.00018976846,0.00019515741,0.030655527],"study_design_scores_gemma":[0.00016965317,0.055088256,0.065640844,0.000118018696,0.00029966835,0.00047587036,0.004817694,0.0035836785,0.8626352,0.00020609127,0.0069045853,0.00006041693],"about_ca_topic_score_codex":0.009998148,"about_ca_topic_score_gemma":0.019336991,"teacher_disagreement_score":0.009998148,"about_ca_system_score_codex":0.0010144236,"about_ca_system_score_gemma":0.0008897336,"threshold_uncertainty_score":0.019879878},"labels":[],"label_agreement":null},{"id":"W2752211403","doi":"10.7901/2169-3358-2017.1.1166","title":"International Ice Services’ Planning for an Arctic Oil Spill Response","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Iceberg; General partnership; Arctic; Arctic ice pack; Oil spill; Business; Environmental science; Oceanography; Environmental resource management; Environmental planning; Meteorology; Geography; Environmental protection; Geology; Finance","score_opus":0.03352160823417391,"score_gpt":0.30462203695793477,"score_spread":0.27110042872376083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752211403","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02787846,0.0026172881,0.0122216465,0.16743214,0.014438795,0.007288587,0.0063456125,0.0016214112,0.760156],"genre_scores_gemma":[0.19561885,0.008335959,0.06495828,0.042027973,0.0025161556,0.0054631056,0.01874948,0.001063653,0.6612667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99428844,0.0009419583,0.00021375256,0.00017038379,0.0022541422,0.0021313457],"domain_scores_gemma":[0.9918937,0.00048230423,0.00027853565,0.00015691498,0.0029371968,0.004251251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011277207,0.0008749745,0.00025467234,0.0032721502,0.005322803,0.0076584457,0.0018287871,0.0052410783,0.06832358],"category_scores_gemma":[0.00924762,0.00070995383,0.0011777501,0.0023050935,0.0010672027,0.0042260834,0.004396171,0.0052749724,0.017364994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018676328,0.0005177874,0.0047925436,0.0003697913,0.000016242755,0.0012085941,0.0012684253,0.0026662224,0.0015367358,0.026305513,0.90578765,0.055343837],"study_design_scores_gemma":[0.00004927215,0.00016058297,0.0044756765,0.00037788233,0.0000096424055,0.00008579254,0.0052902508,0.0011406582,0.00061367365,0.0020089382,0.98574823,0.000039366816],"about_ca_topic_score_codex":0.20005915,"about_ca_topic_score_gemma":0.26136553,"teacher_disagreement_score":0.20005915,"about_ca_system_score_codex":0.013977243,"about_ca_system_score_gemma":0.10255258,"threshold_uncertainty_score":0.39778936},"labels":[],"label_agreement":null},{"id":"W2752303426","doi":"10.7901/2169-3358-2017.1.1251","title":"A Comprehensive System for Simulating Oil Spill Trajectory and Behaviour in Subsurface and Surface Water Environments","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Oil spill; Trajectory; Environmental science; Submarine pipeline; Marine engineering; Petroleum engineering; Oil field; Environmental engineering; Oceanography; Engineering; Geology","score_opus":0.02320076891226135,"score_gpt":0.2560634671779941,"score_spread":0.23286269826573275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752303426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5769164,0.00015735558,0.38004422,0.00027095719,0.00015002262,0.0004937482,0.004496904,0.022494558,0.014975767],"genre_scores_gemma":[0.9218976,0.00011878447,0.07217169,0.000041205352,0.000013394206,0.00029096357,0.0020404938,0.00025621234,0.003169582],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990654,0.000016413842,0.000008924196,0.000025706622,0.000028740096,0.000013691056],"domain_scores_gemma":[0.99980396,0.000052725914,0.000021266718,0.00003012607,0.000062398794,0.000029573372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029583974,0.0006398156,0.0004903839,0.0004167163,0.00048168944,0.00060305087,0.00090203446,0.0007117813,0.004709452],"category_scores_gemma":[0.0007367468,0.0003082743,0.00048098472,0.0004377757,0.00028077041,0.0005685989,0.0007232447,0.00045550472,0.0005146308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011264614,0.00012722163,0.0056838766,0.00007443247,0.00004683321,0.000095400894,0.000096870535,0.9696548,0.0063396073,0.0013716405,0.0012069037,0.01518983],"study_design_scores_gemma":[0.000016393355,0.000021734097,0.00037491444,0.0000022992028,0.000006944204,0.0000050953545,0.000009544138,0.9977617,0.00091617135,0.00013955908,0.00073961535,0.0000060521593],"about_ca_topic_score_codex":0.030847965,"about_ca_topic_score_gemma":0.02336656,"teacher_disagreement_score":0.030847965,"about_ca_system_score_codex":0.00065273844,"about_ca_system_score_gemma":0.0013648161,"threshold_uncertainty_score":0.061336815},"labels":[],"label_agreement":null},{"id":"W2752625059","doi":"10.7901/2169-3358-2017.1.2306","title":"MOVEMENT AND EROSION OF ALBERTA BITUMEN ALONG THE BOTTTOM AS A FUNCTION OF TEMPERATURE, WATER VELOCITY AND SALINITY","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flume; Geology; Current (fluid); Geotechnical engineering; Salinity; Turbulence; Flow velocity; Water flow; Flow (mathematics); Hydrology (agriculture); Mechanics; Oceanography","score_opus":0.014820463353832296,"score_gpt":0.2507803680574475,"score_spread":0.23595990470361522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752625059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99904925,0.000020302603,0.00022073636,0.0000049487394,0.0000015720799,0.000003109259,0.00017993536,0.000015912126,0.00050428713],"genre_scores_gemma":[0.99752027,0.00003687032,0.0005400862,0.000004485432,4.1146484e-7,0.0000046469995,0.00036194702,0.0000055060214,0.0015258272],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994195,0.000002862621,0.00000199567,0.000015677428,0.000023583787,0.000013848614],"domain_scores_gemma":[0.99986625,0.000019464107,0.000023900539,0.0000072012394,0.000052577703,0.00003051147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009381699,0.00017534119,0.00016500439,0.0004319495,0.00036690544,0.00036508378,0.00022214677,0.0001310213,0.0013310689],"category_scores_gemma":[0.00017914272,0.0000891201,0.00017903736,0.0005189382,0.00023153317,0.00011628414,0.00016927285,0.00021813075,0.00021145064],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002053721,0.00014344718,0.3273417,0.00009004775,0.00007295259,0.00046712707,0.00074223685,0.016960628,0.6214123,0.0003567347,0.0004965675,0.029862475],"study_design_scores_gemma":[0.000010227574,0.0002696819,0.8989069,0.000009257148,0.000026798942,0.00006324719,0.0005793868,0.018934712,0.079829305,0.000051316627,0.0012883018,0.000030914125],"about_ca_topic_score_codex":0.13570501,"about_ca_topic_score_gemma":0.24618812,"teacher_disagreement_score":0.864295,"about_ca_system_score_codex":0.0012081008,"about_ca_system_score_gemma":0.00054080173,"threshold_uncertainty_score":0.26983023},"labels":[],"label_agreement":null},{"id":"W2752817100","doi":"10.7901/2169-3358-2017.1.000289","title":"CFD simulation of the behavior of droplet rising in water column with the effect of surfactant","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Pulmonary surfactant; Breakup; Surface tension; Oil droplet; Mechanics; Materials science; Streamlines, streaklines, and pathlines; Chemistry; Chromatography; Thermodynamics; Physics; Organic chemistry","score_opus":0.010135046326254823,"score_gpt":0.24777627813014483,"score_spread":0.23764123180389002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752817100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97852135,0.00018975786,0.010543999,0.0002759289,0.000057146783,0.000049068833,0.0007760653,0.00017307316,0.009413614],"genre_scores_gemma":[0.99298096,0.000104210965,0.004285931,0.000028580069,0.000006963553,0.00004067757,0.00029540565,0.000019952065,0.002237242],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999162,0.000011057157,0.00000570163,0.000012964003,0.00002020721,0.000033817447],"domain_scores_gemma":[0.99976856,0.000113556634,0.000021750933,0.000010659538,0.00005359035,0.000031816704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015283478,0.0003427233,0.00042416793,0.00033722934,0.00057059573,0.00049454573,0.00036768138,0.00096935517,0.0016625838],"category_scores_gemma":[0.00051106885,0.00024371616,0.00053302257,0.0004197667,0.00042792177,0.000368528,0.00030834012,0.00050303916,0.00013763705],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018652168,0.00010874433,0.0091962665,0.00008703271,0.000028450966,0.00036521573,0.00013738472,0.96215355,0.02098265,0.0017519342,0.00061462965,0.004387578],"study_design_scores_gemma":[0.000011344129,0.000028843977,0.0012408546,0.000003417181,0.0000049766654,0.00001177601,0.00003016962,0.9959401,0.0023633076,0.0001041337,0.00025388497,0.0000072312064],"about_ca_topic_score_codex":0.027094385,"about_ca_topic_score_gemma":0.010963186,"teacher_disagreement_score":0.027094385,"about_ca_system_score_codex":0.00070880627,"about_ca_system_score_gemma":0.0008871653,"threshold_uncertainty_score":0.05387336},"labels":[],"label_agreement":null},{"id":"W2752849431","doi":"10.7901/2169-3358-2017.1.1146","title":"To Cooperate or Not? Why Working Together is Essential in the Arctic","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Arctic; Oil spill; Preparedness; The arctic; Emergency response; Submarine pipeline; Environmental science; Oceanography; Geography; Environmental protection; Geology; Political science","score_opus":0.08184888974120472,"score_gpt":0.36764901525574856,"score_spread":0.2858001255145438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752849431","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16828799,0.014827191,0.007832246,0.6294819,0.01852859,0.00013830814,0.00044580913,0.00034121788,0.16011678],"genre_scores_gemma":[0.8583733,0.011159161,0.005804826,0.09537475,0.002577756,0.00023951015,0.0004199988,0.00042354688,0.025627157],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9770865,0.013485006,0.00065033964,0.0017173823,0.002796015,0.004264723],"domain_scores_gemma":[0.9572375,0.007920786,0.0026438779,0.0015421119,0.0073414585,0.023314267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013674794,0.00054820796,0.00070389896,0.0008704815,0.017603425,0.010112893,0.0022551494,0.0041290573,0.016101975],"category_scores_gemma":[0.02440971,0.00049284665,0.0007568604,0.0009225084,0.012128115,0.010902034,0.010401288,0.00779909,0.0051874905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000251123,0.0003258127,0.04665127,0.0013209026,0.00020395206,0.002472638,0.311116,0.0004154375,0.0010190532,0.052635487,0.4365109,0.1470774],"study_design_scores_gemma":[0.000034887802,0.00014059087,0.020922808,0.002147743,0.0000554481,0.0012123928,0.46985263,0.00023373148,0.000261537,0.03466833,0.47030476,0.00016509727],"about_ca_topic_score_codex":0.035965536,"about_ca_topic_score_gemma":0.05142075,"teacher_disagreement_score":0.035965536,"about_ca_system_score_codex":0.0041880845,"about_ca_system_score_gemma":0.013557117,"threshold_uncertainty_score":0.0723201},"labels":[],"label_agreement":null},{"id":"W2753097152","doi":"10.7901/2169-3358-2017.1.2078","title":"WHAT RECENT HHFT DERAILMENT FIRES TELL US","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flammable liquid; Arson; Derailment; Firefighting; Agency (philosophy); Forensic engineering; Engineering; Train; Product (mathematics); Emergency planning; Hazard; Transport engineering; Aeronautics; Emergency management; Waste management; Geography; Political science; Chemistry; Sociology","score_opus":0.13782819144279657,"score_gpt":0.401410555481036,"score_spread":0.2635823640382394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753097152","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18796687,0.12813824,0.0013988188,0.3914056,0.016845092,0.00021317817,0.090547495,0.00031262657,0.18317208],"genre_scores_gemma":[0.6718922,0.13010398,0.0015851785,0.07364545,0.011950224,0.00025958946,0.05395018,0.00024219992,0.05637091],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991703,0.00017007093,0.00012317023,0.00010957486,0.00023827676,0.00018870918],"domain_scores_gemma":[0.9943452,0.0011756608,0.0016321896,0.000260607,0.0018602491,0.00072605716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012737287,0.00027193932,0.00028205395,0.0024810962,0.001609112,0.0047134096,0.00064169825,0.0024766768,0.024179861],"category_scores_gemma":[0.008977551,0.00032227425,0.00043705976,0.0033617509,0.00073680823,0.0048372857,0.0013120977,0.00252625,0.0056843706],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003200293,0.0001484135,0.233234,0.0016556446,0.00014209634,0.0014970276,0.0062203966,0.0002689852,0.00026189408,0.005129811,0.5781971,0.1729245],"study_design_scores_gemma":[0.00002620801,0.00013669847,0.35607252,0.0046447436,0.00011436843,0.0015568939,0.04628579,0.00028090464,0.0004925784,0.004767327,0.585519,0.000102945975],"about_ca_topic_score_codex":0.05842085,"about_ca_topic_score_gemma":0.11953881,"teacher_disagreement_score":0.05842085,"about_ca_system_score_codex":0.00271737,"about_ca_system_score_gemma":0.0027190866,"threshold_uncertainty_score":0.116161585},"labels":[],"label_agreement":null},{"id":"W2753131860","doi":"10.7901/2169-3358-2017.1.000036","title":"Polar Compounds in Oils and Their Aquatic Toxicity","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury Alberta","funders":"","keywords":"Chemistry; Polar; Chemical polarity; Solubility; Environmental chemistry; Organic chemistry; Hydrocarbon; Petroleum; Molecule","score_opus":0.018950109526714984,"score_gpt":0.24861780206445636,"score_spread":0.22966769253774139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753131860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60518384,0.3344311,0.006223965,0.003204591,0.00087565125,0.00020304046,0.0047570774,0.000198487,0.044922233],"genre_scores_gemma":[0.8148558,0.15124756,0.0027262715,0.0010206597,0.00023489953,0.00009523094,0.0021587128,0.00003790273,0.027622938],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99935466,0.00009095391,0.000043789158,0.00007422422,0.00036341063,0.00007297251],"domain_scores_gemma":[0.9993692,0.000075958626,0.00020681848,0.0000150058895,0.000267482,0.000065629785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035394504,0.00065444864,0.00030174165,0.0011205267,0.00039728108,0.0008327021,0.00027023634,0.00066452683,0.0031295458],"category_scores_gemma":[0.0005451626,0.0001745292,0.00055183185,0.00073388015,0.0003440598,0.0005045848,0.0007904992,0.00065040047,0.0009394251],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017124554,0.00040455692,0.038409665,0.006512471,0.000453387,0.0021460494,0.00057359965,0.0036167526,0.72052264,0.0046993042,0.007822399,0.21312667],"study_design_scores_gemma":[0.00006399495,0.004975253,0.10317792,0.0014434735,0.00071044697,0.004459029,0.0014873632,0.0020749706,0.6004574,0.0069717467,0.27402186,0.00015662468],"about_ca_topic_score_codex":0.006546915,"about_ca_topic_score_gemma":0.006003326,"teacher_disagreement_score":0.006546915,"about_ca_system_score_codex":0.00091758574,"about_ca_system_score_gemma":0.00076404074,"threshold_uncertainty_score":0.013017595},"labels":[],"label_agreement":null},{"id":"W2753278405","doi":"10.7901/2169-3358-2017.1.000208","title":"Mapping the penetration and retention potential of two weathered diluted bitumen crude oils for the shorelines of Northern British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shore; Intertidal zone; Asphalt; Environmental science; Oil sands; Sediment; Submarine pipeline; Channel (broadcasting); Oceanography; Hydrology (agriculture); Oil spill; Geology; Archaeology; Geography; Environmental protection; Geotechnical engineering; Engineering","score_opus":0.01867447912666042,"score_gpt":0.22483072038153398,"score_spread":0.20615624125487356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753278405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924003,0.00024249346,0.00034947274,0.00006832319,0.000005365708,0.000060013845,0.003118998,0.00003685742,0.0037182618],"genre_scores_gemma":[0.99025834,0.00036678746,0.0014245547,0.0000701268,0.0000016964965,0.000053958396,0.0026364836,0.00001794064,0.0051701185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99969864,0.000008171648,0.000010016601,0.00005988357,0.0001296245,0.000093696486],"domain_scores_gemma":[0.9992385,0.00003281178,0.00005534155,0.000015087781,0.0005633055,0.000094969735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001249479,0.000511468,0.0002505883,0.0016179456,0.0020227453,0.0010705374,0.0006192101,0.00035980507,0.0012027044],"category_scores_gemma":[0.00050334586,0.00029630464,0.00024242276,0.002904384,0.00046062432,0.00023820714,0.00044986533,0.00040436158,0.00035550742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003547385,0.00014575152,0.9022369,0.00020996586,0.00010595238,0.0010974285,0.0032669215,0.0033051048,0.039087836,0.00020332682,0.0036551547,0.046330992],"study_design_scores_gemma":[0.0000065165714,0.000028119699,0.98975605,0.000027189826,0.000020886406,0.00006182338,0.003653,0.0018786618,0.0019686199,0.000015287133,0.0025640114,0.000019873161],"about_ca_topic_score_codex":0.9944385,"about_ca_topic_score_gemma":0.998231,"teacher_disagreement_score":0.013939067,"about_ca_system_score_codex":0.013939067,"about_ca_system_score_gemma":0.011070725,"threshold_uncertainty_score":0.10113549},"labels":[],"label_agreement":null},{"id":"W2753316956","doi":"10.7901/2169-3358-2017.1.2286","title":"Chemical Fate of Photodegraded Diluted Bitumen in Seawater","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental chemistry; Oil sands; Asphalt; Chemistry; Seawater; Petroleum; Light crude oil; Environmental science; Crude oil; Weathering; Geology; Organic chemistry; Materials science","score_opus":0.024580434216225567,"score_gpt":0.27575063836111874,"score_spread":0.25117020414489316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753316956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986571,0.00018214206,0.0004271465,0.000009822833,0.000005535227,0.000010302628,0.00021253886,0.000007989,0.00048753203],"genre_scores_gemma":[0.9973236,0.00027343485,0.000832607,0.000015684018,0.0000017535398,0.000014826207,0.00028019107,0.000008593641,0.0012493089],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987054,0.000012975495,0.000011204185,0.000026442005,0.00006159611,0.00001722747],"domain_scores_gemma":[0.99993086,0.0000074239297,0.000019313755,0.000003851561,0.000030096407,0.000008565264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011116832,0.00035112182,0.00021801244,0.00018415926,0.00017527968,0.00034575997,0.00016284414,0.00026112035,0.0007948251],"category_scores_gemma":[0.00014761914,0.00008748365,0.00026530592,0.00020617308,0.00014696634,0.00019012034,0.0002580138,0.00021884656,0.00024985542],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013681677,0.000009775778,0.004281045,0.000068309775,0.000009768053,0.000051525272,0.00003392788,0.00020933093,0.9927989,0.00001787122,0.000017885764,0.0023647991],"study_design_scores_gemma":[0.00000493235,0.0002492892,0.014003584,0.0000085614065,0.000016344693,0.00007795624,0.00015101823,0.00054481404,0.9842216,0.000017733606,0.00069667754,0.0000075451894],"about_ca_topic_score_codex":0.0050727013,"about_ca_topic_score_gemma":0.0060197627,"teacher_disagreement_score":0.0050727013,"about_ca_system_score_codex":0.00057315076,"about_ca_system_score_gemma":0.00025852254,"threshold_uncertainty_score":0.010086358},"labels":[],"label_agreement":null},{"id":"W2753340919","doi":"10.7901/2169-3358-2017.1.2660","title":"Environment Canada SCAT Manual 3rd Edition: What’s New in SCAT?","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada; Alberta Environment and Protected Areas","funders":"","keywords":"Shore; Documentation; Field (mathematics); Plan (archaeology); Process (computing); Environmental resource management; Computer science; Geography; Environmental science; Geology; Archaeology; Oceanography","score_opus":0.014350034444607314,"score_gpt":0.23312791117102635,"score_spread":0.21877787672641905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753340919","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045032967,0.015269541,0.04925329,0.09217339,0.018254716,0.003321481,0.2879363,0.030812258,0.4984758],"genre_scores_gemma":[0.010952954,0.027946906,0.114756525,0.021695647,0.0021740452,0.0025069495,0.20020323,0.016212272,0.6035515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9853886,0.0011522699,0.0010823938,0.0005330697,0.0111043425,0.0007393677],"domain_scores_gemma":[0.91768426,0.0075818016,0.0016567798,0.004686591,0.066074535,0.0023160607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009435024,0.0010858099,0.0010666242,0.0076186215,0.0034566561,0.005853337,0.0049076867,0.002387029,0.15823649],"category_scores_gemma":[0.04787394,0.0014495958,0.001152527,0.015660392,0.0022384492,0.0045867,0.0026862475,0.003102337,0.12676531],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016350115,0.000015193748,0.00038872598,0.00021525964,0.0000022577763,0.000047195623,0.00014091557,0.000093131945,0.00011787867,0.0013271385,0.9312522,0.06638384],"study_design_scores_gemma":[0.000005408932,0.0000042312304,0.0008676157,0.00033719838,0.0000023740236,0.00005770072,0.00014470794,0.000065173124,0.00009242797,0.0004372094,0.9979638,0.000022232014],"about_ca_topic_score_codex":0.7280726,"about_ca_topic_score_gemma":0.77872014,"teacher_disagreement_score":0.27192742,"about_ca_system_score_codex":0.016230267,"about_ca_system_score_gemma":0.06255886,"threshold_uncertainty_score":0.5470577},"labels":[],"label_agreement":null},{"id":"W2753387725","doi":"10.7901/2169-3358-2017.1.1689","title":"Environmental Unit During Transboundary Spill Response: A Model for Training ICS Implementation During International Spills","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Key (lock); Training (meteorology); Process management; Nexus (standard); Function (biology); Command and control; Business; Operations research; Risk analysis (engineering); Environmental planning; Operations management; Computer science; Engineering; Computer security; Environmental science; Geography; Telecommunications","score_opus":0.03873490566112216,"score_gpt":0.29923880054477175,"score_spread":0.2605038948836496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753387725","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28435752,0.00039035897,0.27598077,0.04627658,0.0008148358,0.0036517743,0.00041961257,0.002154475,0.38595417],"genre_scores_gemma":[0.8061851,0.0003322779,0.14590158,0.0016276006,0.000052352105,0.0013786952,0.00022307166,0.000109029286,0.04419019],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953955,0.002946425,0.00008591955,0.0003460213,0.0004127054,0.00081347895],"domain_scores_gemma":[0.9953513,0.0013261896,0.00031663035,0.0003744025,0.00092495553,0.0017065973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061150356,0.0006880947,0.00027239913,0.0010412813,0.0029725346,0.004083192,0.0026341658,0.0028938074,0.022979071],"category_scores_gemma":[0.0068495655,0.0004071871,0.0005316721,0.0009286551,0.0022057446,0.0037970215,0.0052788146,0.0023307477,0.002746449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009665629,0.008289402,0.03355891,0.0007645788,0.00009976291,0.001039727,0.03679243,0.19674799,0.006566344,0.3477998,0.037946958,0.32942757],"study_design_scores_gemma":[0.0007377575,0.0068185846,0.023186183,0.0021933883,0.0001844762,0.00043367874,0.073915236,0.4173388,0.00769514,0.14275339,0.32440898,0.00033450677],"about_ca_topic_score_codex":0.018342497,"about_ca_topic_score_gemma":0.031797614,"teacher_disagreement_score":0.022979071,"about_ca_system_score_codex":0.007902856,"about_ca_system_score_gemma":0.01738754,"threshold_uncertainty_score":0.07687271},"labels":[],"label_agreement":null},{"id":"W2753606376","doi":"10.7901/2169-3358-2017.1.000378","title":"Mobile Technologies for Geographic Response Plans (V2.0)","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Global Positioning System; Computer science; Data science; Field (mathematics); Volunteered geographic information; Mobile device; Geographic information system; The Internet; Telecommunications; World Wide Web; Remote sensing; Geography","score_opus":0.03876747598819987,"score_gpt":0.33171842927830025,"score_spread":0.2929509532901004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753606376","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053183255,0.0025906274,0.60937816,0.002150056,0.00065411424,0.0017350471,0.009000627,0.24674277,0.12243023],"genre_scores_gemma":[0.2459621,0.005218204,0.46693766,0.0052892948,0.00093751226,0.0053027575,0.027839765,0.029951941,0.21256068],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989316,0.00025939828,0.00008128492,0.00015209893,0.0003882164,0.00018734304],"domain_scores_gemma":[0.9986754,0.00042186613,0.00008684256,0.00037508545,0.0002752759,0.00016559256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018205895,0.0013812555,0.00064926245,0.0015717047,0.0006642201,0.0028390007,0.0020260417,0.0019124454,0.05849816],"category_scores_gemma":[0.004437574,0.00076937646,0.0007686174,0.0013802798,0.00048469013,0.0024854916,0.0036699907,0.0017140451,0.04003659],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005463185,0.00015410576,0.0013132198,0.00084881525,0.00012527742,0.0009026161,0.00091566244,0.0056199413,0.015621581,0.05005253,0.29246828,0.6314316],"study_design_scores_gemma":[0.00017145874,0.0002774845,0.001572116,0.00033401442,0.000049002472,0.0005788825,0.00018131806,0.026352782,0.0075242775,0.01965714,0.94318295,0.000118567164],"about_ca_topic_score_codex":0.0030544272,"about_ca_topic_score_gemma":0.001992357,"teacher_disagreement_score":0.05849816,"about_ca_system_score_codex":0.0008424814,"about_ca_system_score_gemma":0.0008141059,"threshold_uncertainty_score":0.19569582},"labels":[],"label_agreement":null},{"id":"W2753607671","doi":"10.7901/2169-3358-2017.1.1543","title":"Effectiveness of chemical dispersants used in broken ice conditions","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dispersant; Environmental science; Weathering; Salinity; Seawater; Dispersion (optics); Environmental engineering; Petroleum engineering; Geology; Oceanography; Geochemistry; Physics","score_opus":0.016690202754529853,"score_gpt":0.27882641869114455,"score_spread":0.2621362159366147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753607671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998552,0.0004108252,0.00035157774,0.000010334124,0.000010496052,0.000033571992,0.0001547018,0.0000075068365,0.0004690261],"genre_scores_gemma":[0.99579006,0.0006807222,0.002039326,0.000017757146,0.000006157329,0.00002849641,0.0004560378,0.000014798992,0.00096659194],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993944,0.00013790654,0.00010299273,0.00011761084,0.00017703125,0.000070052716],"domain_scores_gemma":[0.9992592,0.000200878,0.0001984262,0.000038857244,0.00023285818,0.00006974861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005079657,0.0004300823,0.0003540625,0.00038085596,0.00026017107,0.00044037384,0.00025075965,0.0002603924,0.0010345303],"category_scores_gemma":[0.0008386301,0.00013832832,0.00031954737,0.00022205252,0.0002615352,0.00034597673,0.0004008619,0.00027091842,0.00018380245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001379032,0.00011192308,0.0052390127,0.00026933142,0.00005445168,0.00009047881,0.00013913811,0.0011239902,0.98327523,0.000050513732,0.00005291346,0.008213941],"study_design_scores_gemma":[0.000013227434,0.0034394173,0.0072581945,0.00001707549,0.000052897576,0.000048002108,0.00012970339,0.00061047944,0.98767763,0.000010372485,0.000734239,0.000008817869],"about_ca_topic_score_codex":0.0031920006,"about_ca_topic_score_gemma":0.0036293818,"teacher_disagreement_score":0.0031920006,"about_ca_system_score_codex":0.00038103812,"about_ca_system_score_gemma":0.00038687413,"threshold_uncertainty_score":0.0063468814},"labels":[],"label_agreement":null},{"id":"W2753753368","doi":"10.7901/2169-3358-2017.1.000281","title":"Case Studies from a Canadian Response Organization: 20 Years in Review","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil spill; Context (archaeology); Certification; Bay; Emergency response; Incident response; Disaster response; Environmental resource management; Environmental planning; Environmental science; Geography; Environmental protection; Emergency management; Political science; Computer science; Archaeology","score_opus":0.030449774642473868,"score_gpt":0.28761212718817114,"score_spread":0.25716235254569725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753753368","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076004486,0.9814527,0.0002665817,0.002021518,0.00050026376,0.00014527631,0.00033723007,0.00001101321,0.0076649296],"genre_scores_gemma":[0.05020991,0.94514406,0.000872921,0.0018935307,0.00016467812,0.00012682824,0.0004315774,0.00002675472,0.0011297461],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9877936,0.0021027727,0.0022587723,0.00092867954,0.005543355,0.0013728044],"domain_scores_gemma":[0.9630727,0.014595829,0.005466514,0.0012815093,0.013822079,0.0017612579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008839995,0.0017585335,0.001842126,0.016894815,0.0054313308,0.00679348,0.0045710406,0.004216947,0.004008686],"category_scores_gemma":[0.033759598,0.0011679356,0.0014855533,0.051042534,0.005938994,0.0038487455,0.0031491928,0.0037539296,0.0008416621],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036069236,0.00053178513,0.023261651,0.12227181,0.00063094107,0.022597857,0.05619426,0.0009944809,0.0008497797,0.018336304,0.11840779,0.6355626],"study_design_scores_gemma":[0.000022384127,0.00009161699,0.029894069,0.17523079,0.0005905641,0.013572634,0.060053702,0.00020281949,0.00047403856,0.0009836481,0.718694,0.0001898473],"about_ca_topic_score_codex":0.7511872,"about_ca_topic_score_gemma":0.89104056,"teacher_disagreement_score":0.2488128,"about_ca_system_score_codex":0.049689956,"about_ca_system_score_gemma":0.09443007,"threshold_uncertainty_score":0.5005562},"labels":[],"label_agreement":null},{"id":"W2753886472","doi":"10.7901/2169-3358-2017.1.000431","title":"Managing Risks to Wetlands Through Low Impact Response Methods and Ecological Approaches","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wetland; Environmental science; Environmental remediation; Ecosystem; Containment (computer programming); Environmental impact assessment; Environmental restoration; Environmental resource management; Environmental protection; Ecology; Contamination; Computer science","score_opus":0.12444634956281925,"score_gpt":0.3543208672699087,"score_spread":0.22987451770708944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753886472","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061439715,0.0013861534,0.84586483,0.00469846,0.0001140701,0.0013859696,0.00015277037,0.0011185114,0.0838395],"genre_scores_gemma":[0.52340996,0.0023817632,0.45151114,0.0011834102,0.00006827437,0.0010518323,0.0001529128,0.000128552,0.020112222],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998252,0.0007074738,0.0000551733,0.00016465172,0.0006309765,0.00018972109],"domain_scores_gemma":[0.9981654,0.0007258805,0.00030571976,0.00016426042,0.00047909512,0.00015968381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029862172,0.0010360378,0.00030670417,0.0018043794,0.001317323,0.0028917375,0.0022196812,0.00088486134,0.0047216355],"category_scores_gemma":[0.003122823,0.00030234235,0.0005052829,0.00074496405,0.0016454348,0.0017387543,0.0035116037,0.0009982873,0.0007130346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001920415,0.0014913528,0.0118901245,0.0013595021,0.00016804141,0.00060115074,0.0018699602,0.13285191,0.028475564,0.07612049,0.01131271,0.73366725],"study_design_scores_gemma":[0.0001910117,0.002490306,0.02065862,0.0010616534,0.00037351972,0.0013892362,0.014994917,0.45760915,0.04445851,0.1809932,0.2755023,0.00027756306],"about_ca_topic_score_codex":0.0044516306,"about_ca_topic_score_gemma":0.014892276,"teacher_disagreement_score":0.0047216355,"about_ca_system_score_codex":0.0019049331,"about_ca_system_score_gemma":0.0034376201,"threshold_uncertainty_score":0.01579547},"labels":[],"label_agreement":null},{"id":"W2790474327","doi":"10.7901/2169-3358-2017.1.2017-217","title":"Evaluation of Oil-Sediment Interactions and the Possibility of Oil Sinking in Marine Environments","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sediment; Sink (geography); Water column; Buoyancy; Geology; Particulates; Weathering; Environmental science; Geochemistry; Mineralogy; Oceanography; Geomorphology; Chemistry","score_opus":0.03104839935774297,"score_gpt":0.29253520413837647,"score_spread":0.2614868047806335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790474327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99900013,0.00006004186,0.00025603973,0.0000055181304,0.0000011708935,0.000009661595,0.00012256567,0.0000065136696,0.00053838966],"genre_scores_gemma":[0.9982526,0.00008973777,0.0006299947,0.000005264648,8.022575e-7,0.0000073625083,0.00013889186,0.0000060532775,0.0008693367],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998585,0.000012050424,0.00000980747,0.000025995549,0.00005927417,0.000034418088],"domain_scores_gemma":[0.9998154,0.000021097236,0.000053083582,0.00000798148,0.000075338336,0.000027220243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017436701,0.00030827225,0.00025963903,0.0005801702,0.00055097573,0.00072136446,0.00021355173,0.00020528093,0.00075231225],"category_scores_gemma":[0.00019001358,0.0001341808,0.00022438898,0.0004143987,0.0002541576,0.0002728829,0.00037583732,0.0002558088,0.00017210095],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006367742,0.00007685421,0.20613986,0.00011613109,0.000045334604,0.00026494745,0.0002159829,0.0019492669,0.7816925,0.00012405196,0.000049890234,0.008688403],"study_design_scores_gemma":[0.000011220311,0.001055226,0.5080278,0.000016399716,0.000080969345,0.00012945394,0.0014400592,0.007941455,0.4797868,0.00008809153,0.001399654,0.000022895063],"about_ca_topic_score_codex":0.056307513,"about_ca_topic_score_gemma":0.08034818,"teacher_disagreement_score":0.056307513,"about_ca_system_score_codex":0.0010847315,"about_ca_system_score_gemma":0.00065110653,"threshold_uncertainty_score":0.11195958},"labels":[],"label_agreement":null},{"id":"W2791249048","doi":"10.7901/2169-3358-2017.1.2017-102","title":"CANADA – UNITED STATES (SALISH SEA) SPILL RESPONSE ORGANIZATIONS: A COMPARISON REVISITED","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Oil spill; Territorial waters; Jurisdiction; Geography; Contingency plan; Environmental protection; Environmental planning; Political science; Business; Environmental resource management; International law; Environmental science; Law; Management","score_opus":0.015294888174301885,"score_gpt":0.2582275738196626,"score_spread":0.24293268564536072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791249048","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23997362,0.05626274,0.0013302276,0.134126,0.0036484874,0.0002908402,0.0140389735,0.00014588007,0.5501833],"genre_scores_gemma":[0.94283926,0.020696545,0.0009113362,0.013787236,0.0004374979,0.0001517213,0.004440827,0.000114455026,0.016621124],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9815792,0.0016934571,0.0005811707,0.0008300327,0.0113020595,0.0040140958],"domain_scores_gemma":[0.95500845,0.0060846806,0.0027018108,0.0006824733,0.030822946,0.0046996507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008810581,0.00036833517,0.0005088045,0.014736559,0.010119391,0.011506105,0.0018368119,0.0018102687,0.011142753],"category_scores_gemma":[0.020040398,0.00033393237,0.00062195037,0.047715522,0.0055846823,0.0060844044,0.0038273751,0.0027108612,0.000622219],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004655272,0.00011119376,0.10921198,0.0018957021,0.00020995336,0.0005356512,0.07226496,0.000577488,0.00035244855,0.28072438,0.34080946,0.1928413],"study_design_scores_gemma":[0.000038311246,0.00008274108,0.29989746,0.0019487281,0.00007997423,0.00016953972,0.14810856,0.00014825445,0.00018311608,0.0033288735,0.5459369,0.000077674405],"about_ca_topic_score_codex":0.961904,"about_ca_topic_score_gemma":0.9777101,"teacher_disagreement_score":0.111276545,"about_ca_system_score_codex":0.111276545,"about_ca_system_score_gemma":0.13936824,"threshold_uncertainty_score":0.8073716},"labels":[],"label_agreement":null},{"id":"W2800858654","doi":"10.7901/2169-3358-2017.1.2017-063","title":"Overview of Aquatic Toxicity Testing under the U.S. EPA Oil Research Program","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ecotoxicity; Dispersant; Petroleum; Environmental science; Aquatic toxicology; Petroleum industry; Petroleum product; Oil spill; Toxicity; Effluent; Acute toxicity; Environmental chemistry; Contingency plan; Chronic toxicity; Waste management; Chemistry; Environmental protection; Environmental engineering; Engineering; Dispersion (optics)","score_opus":0.18581621488692082,"score_gpt":0.39812178863853764,"score_spread":0.21230557375161682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800858654","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07114606,0.0452639,0.2860352,0.0100779515,0.0010456919,0.011785128,0.063844256,0.014215348,0.49658647],"genre_scores_gemma":[0.20784451,0.117761776,0.46660444,0.0055055143,0.00060630694,0.009401749,0.060429122,0.0014397386,0.13040681],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9924879,0.0010750316,0.00057043723,0.00054476364,0.0050182324,0.00030357932],"domain_scores_gemma":[0.9934321,0.0004243757,0.0005009661,0.00029108702,0.005061936,0.00028961417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065662707,0.0013642163,0.00079859374,0.010756756,0.0016570574,0.0021871896,0.0023529665,0.001141756,0.010984011],"category_scores_gemma":[0.0017645017,0.00066056894,0.0013458867,0.0058129258,0.00068294205,0.0014497387,0.0015392452,0.001116615,0.0062819733],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042629847,0.0013601319,0.02180148,0.0022471421,0.000113481576,0.00052977377,0.0001603399,0.0054765767,0.09836669,0.006712688,0.05823772,0.8045677],"study_design_scores_gemma":[0.000089901296,0.0031195304,0.044438533,0.0015886966,0.00018863929,0.0016530864,0.00051540206,0.006575078,0.13796453,0.005515235,0.79814756,0.0002038277],"about_ca_topic_score_codex":0.019363254,"about_ca_topic_score_gemma":0.030883053,"teacher_disagreement_score":0.019363254,"about_ca_system_score_codex":0.0026973651,"about_ca_system_score_gemma":0.010990731,"threshold_uncertainty_score":0.038501084},"labels":[],"label_agreement":null},{"id":"W2972770792","doi":"10.7901/2169-3358-2017.1.2017-194","title":"Interaction of gas bubbles and oil droplets in subsea oil and gas blowouts – a new development of VDROP-J model.","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Subsea; Oil droplet; Bubble; Petroleum engineering; Mechanics; Plume; Volume fraction; Volume (thermodynamics); Gas bubble; Oil field; Environmental science; Materials science; Chemistry; Geology; Thermodynamics; Physics; Geotechnical engineering; Composite material","score_opus":0.02587734822173452,"score_gpt":0.2624565185692107,"score_spread":0.2365791703474762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972770792","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3843049,0.0021681348,0.54618,0.0015004758,0.00068300916,0.0004817468,0.0018837079,0.000828308,0.06196967],"genre_scores_gemma":[0.94197464,0.0008253862,0.038920898,0.00021053189,0.00010719578,0.00031396723,0.0006998114,0.00017856962,0.016768994],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983907,0.00003271111,0.000008573973,0.000030453431,0.000059874732,0.000029340845],"domain_scores_gemma":[0.999666,0.00012169975,0.000052068233,0.000028746257,0.000088891,0.00004261902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032781236,0.0007795098,0.0006450105,0.0004247866,0.0004603265,0.0008323586,0.001548868,0.001785366,0.0017229043],"category_scores_gemma":[0.0008261033,0.00039088714,0.0011153161,0.0002916986,0.00058034307,0.00096009026,0.0009485671,0.0010116652,0.0002836123],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006648424,0.000091263995,0.0023669088,0.00010182798,0.000029869267,0.00033739596,0.000053177646,0.9734851,0.010650246,0.0073022135,0.0007814036,0.0047340146],"study_design_scores_gemma":[0.0000055515693,0.0000113134565,0.00012532872,0.0000027288634,0.000003140621,0.000016512804,0.000007177054,0.9987488,0.00043811975,0.00025218108,0.0003850618,0.0000040142036],"about_ca_topic_score_codex":0.016367681,"about_ca_topic_score_gemma":0.0071357386,"teacher_disagreement_score":0.016367681,"about_ca_system_score_codex":0.0007309724,"about_ca_system_score_gemma":0.00095146394,"threshold_uncertainty_score":0.03254479},"labels":[],"label_agreement":null},{"id":"W2972858647","doi":"10.7901/2169-3358-2017.1.2017-367","title":"Limitations on the Use of Spill Treating Agents at Low Temperature","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Dispersant; Environmental science; Limiting; Oil spill; Rheology; Salinity; Penetration (warfare); Petroleum engineering; Materials science; Dispersion (optics); Environmental engineering; Geology; Composite material; Mathematics","score_opus":0.09509665085846306,"score_gpt":0.27118815532458507,"score_spread":0.176091504466122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972858647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85094786,0.03168396,0.053601418,0.0032757248,0.00036830333,0.0011098492,0.0018244016,0.000873024,0.056315567],"genre_scores_gemma":[0.940251,0.010967776,0.036906853,0.0005376343,0.000101938844,0.0004359078,0.0009106933,0.00022844618,0.009659737],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9947466,0.0014038807,0.0006938042,0.00042934172,0.0024849626,0.00024140281],"domain_scores_gemma":[0.9920696,0.0025350633,0.0016052546,0.0007897381,0.0028023382,0.00019804949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004832957,0.0003916953,0.0005882487,0.00066215795,0.0005274193,0.0018673011,0.0009872401,0.000767755,0.0037572712],"category_scores_gemma":[0.005634389,0.00032840765,0.0007664231,0.0004936203,0.00066105236,0.0011170427,0.00083892216,0.00089890236,0.0030867178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009465786,0.00032493044,0.006689641,0.0025354878,0.00008943674,0.00022403398,0.00053011935,0.0016608237,0.84351885,0.0010886885,0.0014533236,0.14093807],"study_design_scores_gemma":[0.00003709482,0.0038460516,0.0156268,0.0008974105,0.00022775575,0.0012840746,0.00085310603,0.0020351473,0.91252095,0.00075006706,0.0618548,0.00006671982],"about_ca_topic_score_codex":0.0020608047,"about_ca_topic_score_gemma":0.003158468,"teacher_disagreement_score":0.004832957,"about_ca_system_score_codex":0.00065418833,"about_ca_system_score_gemma":0.00093008525,"threshold_uncertainty_score":0.025559425},"labels":[],"label_agreement":null},{"id":"W4205150526","doi":"10.7901/2169-3358-2021.1.1141278","title":"United States and Canada Transboundary Oil Spill Liability and Compensation Regimes: An Overview","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liability; Oil spill; Coast guard; Business; Contingency plan; Environmental planning; Marine conservation; Environmental protection; Natural resource economics; Environmental resource management; Environmental science; Finance; Economics","score_opus":0.022372014199862907,"score_gpt":0.25664254731297537,"score_spread":0.23427053311311247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205150526","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018378727,0.43903452,0.002769402,0.032618985,0.0014094698,0.0006183757,0.022100301,0.00049645064,0.48257384],"genre_scores_gemma":[0.1624684,0.71281093,0.008651864,0.012351366,0.00051992014,0.0003402674,0.019080583,0.0002104435,0.083566226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99574393,0.00017046485,0.000190209,0.00019718905,0.0027005228,0.0009977823],"domain_scores_gemma":[0.98619264,0.0007130406,0.0005548632,0.00013168251,0.011278473,0.0011293415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019703722,0.0010708526,0.000531798,0.018605575,0.0057246718,0.0066856714,0.0025658659,0.0016006982,0.01040364],"category_scores_gemma":[0.004957529,0.0006408136,0.0009818353,0.026955282,0.002422962,0.0024808685,0.002177041,0.0022005665,0.0012245785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009950451,0.0001653674,0.029781437,0.002963937,0.00012499983,0.00041855968,0.0013426938,0.0024614728,0.00029840184,0.070814356,0.46686947,0.42465985],"study_design_scores_gemma":[0.000010239433,0.000024385641,0.05512688,0.0036592546,0.00009517138,0.00026180633,0.0024118212,0.000631042,0.0003065389,0.0024564355,0.9349267,0.00008970476],"about_ca_topic_score_codex":0.99239093,"about_ca_topic_score_gemma":0.9939121,"teacher_disagreement_score":0.094322264,"about_ca_system_score_codex":0.094322264,"about_ca_system_score_gemma":0.20499246,"threshold_uncertainty_score":0.68435913},"labels":[],"label_agreement":null},{"id":"W4205200631","doi":"10.7901/2169-3358-2021.1.1141666","title":"Hydrodynamics and Mixing Characteristics in Different Sized Aspirator Bottles for the Water Accommodated Fraction (WAF) Tests","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Aspirator; Mixing (physics); Fraction (chemistry); Materials science; Mechanics; Environmental science; Chromatography; Chemistry; Physics; Thermodynamics","score_opus":0.012869490163162927,"score_gpt":0.23320283656363727,"score_spread":0.22033334640047433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205200631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974323,0.00011126236,0.0007207178,0.000046785986,0.00003384277,0.000019899144,0.00067027577,0.000069587164,0.0008952216],"genre_scores_gemma":[0.99463636,0.00015276947,0.0015038804,0.00005431062,0.0000121665,0.00004357344,0.000895937,0.000048626007,0.002652281],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994161,0.00006679689,0.00006381139,0.00008470503,0.00027005107,0.00009848959],"domain_scores_gemma":[0.99930894,0.00024770235,0.000101380145,0.000029797324,0.00023873657,0.000073504314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044840574,0.0003515936,0.00036261894,0.00038056273,0.0005890137,0.00076298177,0.00032043146,0.00041869926,0.0021746329],"category_scores_gemma":[0.0014395041,0.0001814347,0.00040615434,0.00040911773,0.00042587038,0.000588838,0.00032024577,0.00044712998,0.00047728437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017989307,0.00013789612,0.0052330187,0.000068218236,0.000016660759,0.00015886934,0.00040462625,0.00095623574,0.9834751,0.000201349,0.0005452818,0.0070038377],"study_design_scores_gemma":[0.000021584212,0.0012997953,0.02466525,0.000009544636,0.000029777777,0.00009098462,0.0006229672,0.0046464307,0.96711427,0.000064556596,0.0013819035,0.000052951193],"about_ca_topic_score_codex":0.0051529654,"about_ca_topic_score_gemma":0.0033172355,"teacher_disagreement_score":0.0051529654,"about_ca_system_score_codex":0.0005003402,"about_ca_system_score_gemma":0.0006019361,"threshold_uncertainty_score":0.010245979},"labels":[],"label_agreement":null},{"id":"W4205221826","doi":"10.7901/2169-3358-2021.1.688272","title":"Oil/gas jets in water crossflow: The impact of the droplet size","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Breakup; Jet (fluid); Plume; Body orifice; Oil droplet; Mechanics; Turbulence; Streamlines, streaklines, and pathlines; Large eddy simulation; Geology; Materials science; Environmental science; Meteorology; Chemistry; Physics; Engineering; Mechanical engineering","score_opus":0.010867223170100502,"score_gpt":0.2506579082588382,"score_spread":0.23979068508873772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205221826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986297,0.00016064236,0.0007980119,0.00002526848,0.000013444097,0.000005586905,0.0000431773,0.000034297587,0.00028988297],"genre_scores_gemma":[0.99939823,0.000055072647,0.00039349808,0.000008146435,0.0000027030596,0.0000022324211,0.000035013683,0.000005578465,0.00009948611],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998734,0.00000943765,0.000008858854,0.000030419415,0.00003450658,0.00004342814],"domain_scores_gemma":[0.99970776,0.00012076107,0.000059903992,0.000010688898,0.000054972777,0.000045843946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019029787,0.00027339932,0.0002652088,0.00028577528,0.00025789058,0.00064599025,0.00015592318,0.00027462322,0.0007260224],"category_scores_gemma":[0.0005779521,0.0001388768,0.00020569493,0.0001792372,0.00026595528,0.0005313762,0.00035076932,0.00034358518,0.00008217776],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004328392,0.00013792481,0.010817844,0.00005386039,0.000014573299,0.0003085484,0.00006951809,0.011324431,0.96778286,0.00022257782,0.00011119156,0.008723822],"study_design_scores_gemma":[0.00006211107,0.0007831723,0.03972648,0.000013693407,0.000043822456,0.00010701456,0.00016689146,0.21242334,0.7458207,0.00021091124,0.0005981306,0.00004361965],"about_ca_topic_score_codex":0.0031691017,"about_ca_topic_score_gemma":0.001352756,"teacher_disagreement_score":0.0031691017,"about_ca_system_score_codex":0.000355996,"about_ca_system_score_gemma":0.00022704944,"threshold_uncertainty_score":0.006301284},"labels":[],"label_agreement":null},{"id":"W4205260729","doi":"10.7901/2169-3358-2021.1.1141370","title":"Oil droplets dispersion under a deep-water plunging breaker: Experimental measurements and numerical modeling","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Breaking wave; Computational fluid dynamics; Mechanics; Dispersion (optics); Smoothed-particle hydrodynamics; Shadowgraph; Wave tank; Hindcast; Fluent; Physics; Meteorology; Optics; Wave propagation","score_opus":0.026964334048451756,"score_gpt":0.2482404595730304,"score_spread":0.22127612552457865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205260729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848769,0.000082401515,0.013617948,0.000017949556,0.0000068862205,0.000047475878,0.00031576792,0.000104007835,0.00093066745],"genre_scores_gemma":[0.99023205,0.00009938137,0.0087929955,0.0000048011393,0.000001952818,0.00004885687,0.0001681204,0.000009293105,0.0006424945],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989986,0.0000061127275,0.000007759112,0.00002916069,0.000041484054,0.000015645583],"domain_scores_gemma":[0.99989605,0.000034975943,0.000018899838,0.000016074999,0.000024817653,0.000009132726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023702568,0.000333072,0.00026163968,0.00035652766,0.000220944,0.00032087407,0.00031712672,0.00043418305,0.00083743385],"category_scores_gemma":[0.00022144488,0.00013430984,0.00027301797,0.00033900546,0.0002102839,0.00036252508,0.0003248859,0.00028604624,0.00017611429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016115277,0.00023580994,0.012650679,0.00012311865,0.000009752123,0.00032162495,0.00010935623,0.07770061,0.8897318,0.00043838524,0.0001695808,0.018348118],"study_design_scores_gemma":[0.000045376124,0.0005358035,0.01651035,0.0000096978,0.000018311823,0.000060680017,0.00010754545,0.6527219,0.3290028,0.0002342445,0.00071778276,0.000035585945],"about_ca_topic_score_codex":0.0026042738,"about_ca_topic_score_gemma":0.001797219,"teacher_disagreement_score":0.0026042738,"about_ca_system_score_codex":0.00040794763,"about_ca_system_score_gemma":0.00018256338,"threshold_uncertainty_score":0.0051781535},"labels":[],"label_agreement":null},{"id":"W4205353169","doi":"10.7901/2169-3358-2021.1.1141234","title":"A Shoreline Response Program (SRP) Decision Support Tool based on the Geographic Variability in Attenuation and Weathering of Stranded Oil.","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Concordia University","funders":"","keywords":"Shore; Environmental science; Sediment; Oceanography; Sediment transport; Arctic; Biological dispersal; Environmental resource management; Geology; Population","score_opus":0.013895177327423456,"score_gpt":0.25542972503365025,"score_spread":0.2415345477062268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205353169","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12839,0.00024902364,0.57944345,0.006571504,0.00052779174,0.0062166145,0.038784765,0.16037905,0.07943782],"genre_scores_gemma":[0.50035447,0.00014495668,0.4633469,0.0008554835,0.00010881124,0.0019998646,0.01625636,0.0017629354,0.015170311],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851793,0.0005340439,0.00014563208,0.0002371942,0.000450362,0.000114802926],"domain_scores_gemma":[0.9920202,0.0051350724,0.0006609472,0.00033538102,0.0012016952,0.00064662663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004056196,0.0009657973,0.00067953777,0.0022878337,0.0008635922,0.002252217,0.0013530576,0.0011821954,0.03724479],"category_scores_gemma":[0.012711758,0.00056364335,0.00054855895,0.0009855776,0.00035188062,0.001836346,0.0014987676,0.00091740733,0.0052070604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028803945,0.0021166047,0.032897554,0.00059042504,0.0002857411,0.0009911078,0.0008580441,0.16223463,0.008495243,0.010636822,0.306543,0.47147042],"study_design_scores_gemma":[0.00066535955,0.0005577909,0.006750867,0.00016309039,0.00008409381,0.00012833124,0.000584333,0.93342775,0.0061490326,0.0079663955,0.043408476,0.000114575545],"about_ca_topic_score_codex":0.010569207,"about_ca_topic_score_gemma":0.010519433,"teacher_disagreement_score":0.03724479,"about_ca_system_score_codex":0.0011653224,"about_ca_system_score_gemma":0.0021212648,"threshold_uncertainty_score":0.12459624},"labels":[],"label_agreement":null},{"id":"W4205380821","doi":"10.7901/2169-3358-2021.1.687937","title":"A New Field Guide For Freshwater Shoreline Response","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"College of the Rockies; Environment and Climate Change Canada","funders":"","keywords":"Shore; Oil spill; Threatened species; Field (mathematics); Environmental science; Environmental resource management; Environmental planning; Geography; Oceanography; Environmental protection; Geology; Ecology; Habitat","score_opus":0.01565066746049285,"score_gpt":0.26794795233617635,"score_spread":0.2522972848756835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205380821","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047247685,0.004971639,0.24809031,0.02177374,0.007187941,0.009566375,0.04443899,0.035183433,0.62406284],"genre_scores_gemma":[0.007865475,0.004823279,0.3168518,0.0078090895,0.0005106975,0.0044082976,0.027265722,0.0042472067,0.6262185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688464,0.0005974591,0.00030015208,0.00024803355,0.0017333169,0.00023634234],"domain_scores_gemma":[0.987425,0.002087921,0.00035575966,0.0006188373,0.008926205,0.0005862639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038435864,0.0017220983,0.00090865116,0.0038302285,0.0019145812,0.0026178067,0.0025607783,0.0025504672,0.12814862],"category_scores_gemma":[0.009819038,0.0010648029,0.00070487004,0.002559406,0.0010951854,0.0033928454,0.0018973976,0.003243493,0.09101785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029586146,0.00008116332,0.00023799531,0.0001688462,0.0000016170404,0.0000970893,0.00042299947,0.0004104474,0.0008286407,0.0038888627,0.858514,0.1353188],"study_design_scores_gemma":[0.000007705296,0.00002174313,0.00034821386,0.00016344916,9.583358e-7,0.0000742859,0.00018344165,0.0001777323,0.00017038285,0.0009247653,0.9979127,0.000014665852],"about_ca_topic_score_codex":0.06262341,"about_ca_topic_score_gemma":0.107349284,"teacher_disagreement_score":0.12814862,"about_ca_system_score_codex":0.004186731,"about_ca_system_score_gemma":0.0136406915,"threshold_uncertainty_score":0.42869985},"labels":[],"label_agreement":null},{"id":"W4205422132","doi":"10.7901/2169-3358-2021.1.686245","title":"The Multi-Partner Research Initiative: A Scientific Research Network to Support Decision Making in Oil Spill Response","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Environmental planning; Oil spill; Environmental resource management; Business; Government (linguistics); Environmental protection; Environmental science","score_opus":0.1475553690216379,"score_gpt":0.4243462561585762,"score_spread":0.2767908871369383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205422132","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024870344,0.014193115,0.15363187,0.5294537,0.010125424,0.008570636,0.013955406,0.006884664,0.23831482],"genre_scores_gemma":[0.2507764,0.015920846,0.5448148,0.054833934,0.0042767115,0.013087025,0.026528258,0.0023302815,0.08743175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.92116404,0.053685404,0.0023273684,0.0041823396,0.014303893,0.004337002],"domain_scores_gemma":[0.7955743,0.048060983,0.011960034,0.01737145,0.06490959,0.062123556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13896212,0.0014862212,0.0011018887,0.004715911,0.0042146156,0.012228453,0.0055846474,0.006596396,0.022113897],"category_scores_gemma":[0.109335,0.00075398345,0.00094866956,0.0058390195,0.0024551738,0.008754243,0.019318039,0.0054803556,0.009200208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012381276,0.0015198877,0.013613312,0.0010431311,0.00020880526,0.00059609266,0.0021904057,0.0061868727,0.00433524,0.082520336,0.525705,0.36084288],"study_design_scores_gemma":[0.00064901426,0.0006842397,0.0031171676,0.0009046029,0.00010189683,0.00014731276,0.002231969,0.01053617,0.00254406,0.042775508,0.93620026,0.00010778208],"about_ca_topic_score_codex":0.008799423,"about_ca_topic_score_gemma":0.013347824,"teacher_disagreement_score":0.13896212,"about_ca_system_score_codex":0.0073051224,"about_ca_system_score_gemma":0.09388563,"threshold_uncertainty_score":0.7349107},"labels":[],"label_agreement":null},{"id":"W4205535643","doi":"10.7901/2169-3358-2021.1.1141233","title":"Case Study of a SCAT Survey and Successful Remediation Strategy by Mechanical Mixing of a Fuel Oil Spill into a Mountain Stream","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Cobble; Environmental science; Channel (broadcasting); Geology; Debris; Drainage basin; Slush; Ditch; Sediment; Bank; Geotechnical engineering; Oceanography; Geomorphology; Geography","score_opus":0.022489586241402276,"score_gpt":0.26840056065550283,"score_spread":0.24591097441410056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205535643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99415344,0.000044888526,0.0027802289,0.0002748759,0.000014172405,0.00019064119,0.00009102535,0.00007257894,0.002378135],"genre_scores_gemma":[0.99017334,0.00008455632,0.005992045,0.000058448917,0.000012995456,0.000041499607,0.00009854723,0.000014800627,0.0035237866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992442,0.00017358571,0.00004560693,0.00006639522,0.00029524855,0.00017485392],"domain_scores_gemma":[0.9990889,0.0001984414,0.0001648586,0.00008139935,0.00023124185,0.00023520864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000799749,0.00052702083,0.00030184668,0.0011788056,0.0031504475,0.00080475776,0.00097586546,0.0014055871,0.0019277453],"category_scores_gemma":[0.0013932481,0.00029759647,0.00045284373,0.000730289,0.00063307775,0.000464549,0.0010958173,0.00065558444,0.00039751804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013912078,0.004148083,0.37051076,0.0006651259,0.0002642417,0.3429299,0.027083738,0.03720774,0.06725927,0.0024930364,0.0072207404,0.13882625],"study_design_scores_gemma":[0.00031268725,0.016883105,0.40149522,0.00039203727,0.00039460784,0.078196116,0.22902857,0.1295527,0.07560386,0.0020564776,0.06575742,0.0003272066],"about_ca_topic_score_codex":0.02293686,"about_ca_topic_score_gemma":0.0715573,"teacher_disagreement_score":0.02293686,"about_ca_system_score_codex":0.001119488,"about_ca_system_score_gemma":0.0016139975,"threshold_uncertainty_score":0.045606673},"labels":[],"label_agreement":null},{"id":"W4205605259","doi":"10.7901/2169-3358-2021.1.685724","title":"Response Options for an Offshore Deepwater Blow-Out, A Generic Evaluation of Individual and Combined Response Strategies","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Equinor (Canada)","funders":"","keywords":"Subsea; Dispersant; Petroleum engineering; Environmental science; Residual oil; Submarine pipeline; Residual; Oil spill; Recovery rate; Marine engineering; Computer science; Environmental engineering; Geology; Engineering; Geotechnical engineering; Chemistry; Dispersion (optics); Chromatography","score_opus":0.059998333979126225,"score_gpt":0.31083221987937054,"score_spread":0.2508338859002443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205605259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804608,0.00041017777,0.0069817924,0.00011753348,0.000028918115,0.0007142823,0.00051953644,0.00011429889,0.010652695],"genre_scores_gemma":[0.9916716,0.00020245498,0.0056282245,0.00003217733,0.000005902058,0.00021826355,0.00013752692,0.000016695178,0.0020871332],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990345,0.00035165405,0.00008266882,0.00010697517,0.0002860482,0.00013810991],"domain_scores_gemma":[0.9984578,0.000782356,0.00026395192,0.00008422413,0.0002830554,0.00012863484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019359252,0.001110333,0.00061370083,0.00067701034,0.00025401782,0.0009101645,0.0005428914,0.00058973016,0.005388584],"category_scores_gemma":[0.0025329744,0.00020245618,0.0008514325,0.00029672362,0.00030562415,0.00071405765,0.00068137597,0.00048588702,0.0003706192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015283407,0.005582734,0.027423693,0.0039417907,0.0008839391,0.0004808165,0.0004580127,0.60676175,0.11467739,0.004097128,0.0018042834,0.21860509],"study_design_scores_gemma":[0.0018443753,0.09642052,0.08362551,0.0006428959,0.0024591212,0.00032807485,0.0040030032,0.6188708,0.16643019,0.0035516766,0.021425534,0.0003983879],"about_ca_topic_score_codex":0.0029287015,"about_ca_topic_score_gemma":0.0034726672,"teacher_disagreement_score":0.005388584,"about_ca_system_score_codex":0.0007986885,"about_ca_system_score_gemma":0.0006943025,"threshold_uncertainty_score":0.01802665},"labels":[],"label_agreement":null},{"id":"W4205660343","doi":"10.7901/2169-3358-2021.1.689272","title":"Using Peer-to-Peer Knowledge Transfer to Build Marine Oil Spill Preparedness Capacity and Foster Resilience Among Indigenous Communities","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"World Wildlife Fund Canada","funders":"","keywords":"Indigenous; Preparedness; Resilience (materials science); Environmental resource management; Corporate governance; Community resilience; Environmental planning; Business; Capacity building; Government (linguistics); Stewardship (theology); Knowledge transfer; Political science; Geography; Resource (disambiguation); Environmental science; Knowledge management; Computer science; Ecology","score_opus":0.03762706354027455,"score_gpt":0.2748350936721981,"score_spread":0.23720803013192354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205660343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6314552,0.0008941306,0.11036511,0.013986685,0.0005933989,0.0027599388,0.00011546779,0.0009699233,0.23886018],"genre_scores_gemma":[0.9598948,0.00036089422,0.029796736,0.0006838355,0.00008642055,0.0006521039,0.000049690272,0.000052410465,0.008423104],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.995666,0.0026022166,0.000089387875,0.00045259736,0.00064952817,0.000540325],"domain_scores_gemma":[0.98456603,0.008423683,0.0009995828,0.0017540748,0.0016626912,0.0025939299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007992769,0.00047937807,0.00031877268,0.001779671,0.0046305796,0.0039004784,0.0023830202,0.0013326583,0.015233406],"category_scores_gemma":[0.023252899,0.00023166697,0.00063799456,0.00076908036,0.0028085595,0.0052540596,0.012809541,0.0017485631,0.0022141626],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029480061,0.0058474685,0.020245593,0.0016117401,0.00016731035,0.0022708662,0.12560067,0.0070603043,0.009660542,0.042793747,0.019277852,0.765169],"study_design_scores_gemma":[0.00076281244,0.0045282445,0.046722014,0.0035191253,0.00063125615,0.0014147594,0.21141894,0.05042579,0.015780715,0.2540917,0.4102407,0.00046395406],"about_ca_topic_score_codex":0.0028790243,"about_ca_topic_score_gemma":0.0057085506,"teacher_disagreement_score":0.015233406,"about_ca_system_score_codex":0.0020765045,"about_ca_system_score_gemma":0.006437934,"threshold_uncertainty_score":0.05096078},"labels":[],"label_agreement":null},{"id":"W4205830420","doi":"10.7901/2169-3358-2021.1.689531","title":"Crude oil and particulate fluxes including marine oil snow sedimentation and flocculant accumulation: Deepwater Horizon oil spill study","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Marine snow; Dispersant; Environmental science; Sedimentation; Snow; Oceanography; Particulates; Plume; Petroleum engineering; Geology; Ecology; Sediment; Meteorology; Dispersion (optics); Geography; Biology","score_opus":0.03424328112151098,"score_gpt":0.28743740801218176,"score_spread":0.2531941268906708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205830420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986953,0.00020931961,0.00014601566,0.00009810238,0.0000035552475,0.000011522871,0.00047535246,0.0000043475147,0.00035643362],"genre_scores_gemma":[0.9969633,0.00036845854,0.0006119094,0.000111525595,0.000015062173,0.000014706946,0.00082086865,0.000004629185,0.0010894937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998796,0.000023709976,0.000007672262,0.000024991336,0.000032200358,0.000031927662],"domain_scores_gemma":[0.99963534,0.000036472127,0.00010996291,0.000018914887,0.00008947512,0.0001098097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003752552,0.00031996774,0.00025425747,0.00043334987,0.00037704076,0.0006129514,0.0001807311,0.00040488289,0.00084084406],"category_scores_gemma":[0.0003540446,0.00013417452,0.0005221233,0.0007825882,0.00019009387,0.00047110097,0.0005400651,0.0006005338,0.00022116172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008939445,0.000771878,0.96145695,0.00016694242,0.00039462754,0.00053036644,0.0007338938,0.0011992902,0.014114869,0.00033219217,0.0006815513,0.018723596],"study_design_scores_gemma":[0.000015490576,0.00030704334,0.99456316,0.000017104088,0.00006619142,0.00010236053,0.0009459387,0.0011213766,0.0012437635,0.00011642343,0.001487313,0.000013964292],"about_ca_topic_score_codex":0.05645755,"about_ca_topic_score_gemma":0.07718757,"teacher_disagreement_score":0.05645755,"about_ca_system_score_codex":0.0010360635,"about_ca_system_score_gemma":0.0011470895,"threshold_uncertainty_score":0.11225784},"labels":[],"label_agreement":null},{"id":"W4205831275","doi":"10.7901/2169-3358-2021.1.689143","title":"Impact of the Hydrophobicity of the Particles on the Formation and Behavior of Oil Particle Aggregates (OPA)","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Kaolinite; Chemical engineering; Oil droplet; Buoyancy; Particle (ecology); Contact angle; Microscale chemistry; Chemistry; Materials science; Mineralogy; Organic chemistry; Geology","score_opus":0.018250563420276946,"score_gpt":0.24524311734202145,"score_spread":0.2269925539217445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205831275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99920815,0.000116103314,0.00027685586,0.0000138060095,0.000005492589,0.0000065796326,0.00003958615,0.0000049310765,0.0003284802],"genre_scores_gemma":[0.9994802,0.000066260975,0.00022709963,0.0000061374117,0.0000012555861,0.000003091681,0.000022124465,0.00000154255,0.00019222114],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998671,0.00001678916,0.000010703027,0.000022035223,0.000045913916,0.00003745791],"domain_scores_gemma":[0.9998202,0.000052127296,0.000046504592,0.000011815993,0.00004278704,0.00002669905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012161608,0.00013672258,0.00011767051,0.00012196542,0.00013952721,0.00020785179,0.00006452707,0.00014930755,0.0006907218],"category_scores_gemma":[0.0002798156,0.000093865674,0.00017054366,0.00007892273,0.00016469536,0.00018640806,0.00013632995,0.0002343317,0.00009270641],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007016457,0.000014605524,0.0011700728,0.000024703337,0.0000065629965,0.000040896626,0.000022600841,0.00012443487,0.9977022,0.000024746818,0.000015135392,0.00078391784],"study_design_scores_gemma":[0.0000045456986,0.00025407525,0.011356448,0.0000028930228,0.000014615638,0.000050634313,0.000064323096,0.0011397618,0.98673695,0.000019106557,0.0003495996,0.0000070633414],"about_ca_topic_score_codex":0.001427765,"about_ca_topic_score_gemma":0.0016947412,"teacher_disagreement_score":0.001427765,"about_ca_system_score_codex":0.00015470847,"about_ca_system_score_gemma":0.00013174566,"threshold_uncertainty_score":0.0028389096},"labels":[],"label_agreement":null},{"id":"W4205845993","doi":"10.7901/2169-3358-2021.1.685565","title":"Coastal Communities and Response Planning","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Jurisdiction; Corporation; Emergency response; Environmental planning; Environmental resource management; State (computer science); Crisis response; Business; Political science; Geography; Environmental science; Computer science; Public relations; Law; Finance","score_opus":0.06342171275903119,"score_gpt":0.34904750450941047,"score_spread":0.2856257917503793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205845993","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04807004,0.002147567,0.0036944908,0.089911684,0.00035998382,0.00030358534,0.0001315085,0.00008254887,0.8552985],"genre_scores_gemma":[0.8942981,0.0020980777,0.0025226371,0.004952866,0.00010219867,0.00022275074,0.0001223984,0.00004059371,0.09564027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954725,0.0021686156,0.00008669822,0.00025351325,0.00045022927,0.0015683621],"domain_scores_gemma":[0.99312806,0.0012522297,0.00041852758,0.00018984632,0.0013311291,0.0036802057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003939862,0.00027710103,0.0002109082,0.0022051414,0.021224305,0.009574133,0.0021317806,0.0024378386,0.04307926],"category_scores_gemma":[0.008077343,0.00027826856,0.00026552076,0.0030485536,0.0130358245,0.003920397,0.011382139,0.003377402,0.0014676368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023898898,0.0001412752,0.007011056,0.00016342931,0.000012041522,0.0009686437,0.017177695,0.0018111132,0.00011389876,0.8417181,0.07071171,0.060147174],"study_design_scores_gemma":[0.000047608835,0.000086291955,0.008958063,0.00095092674,0.000011578672,0.0002508636,0.16338436,0.0012675565,0.00016501156,0.16189434,0.6629328,0.000050620027],"about_ca_topic_score_codex":0.2716556,"about_ca_topic_score_gemma":0.34300375,"teacher_disagreement_score":0.2716556,"about_ca_system_score_codex":0.016571732,"about_ca_system_score_gemma":0.052036002,"threshold_uncertainty_score":0.54014874},"labels":[],"label_agreement":null},{"id":"W4205875723","doi":"10.7901/2169-3358-2021.1.1141655","title":"Resourcing the next industry defining spill","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Loyalist College","funders":"","keywords":"Credibility; Transparency (behavior); Preparedness; Set (abstract data type); Process (computing); Scale (ratio); Emergency response; Incident response; Business; Oil spill; Computer science; Public relations; Computer security; Political science; Geography; Medicine; Environmental protection","score_opus":0.02844400413870082,"score_gpt":0.24979420166008412,"score_spread":0.2213501975213833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205875723","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10172743,0.0021038465,0.024447093,0.3725053,0.0050633815,0.0010045349,0.000301747,0.001534167,0.4913124],"genre_scores_gemma":[0.73907125,0.0025365227,0.042465333,0.034685005,0.00086806377,0.0007300696,0.00080302905,0.000504089,0.17833656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98761535,0.0058971536,0.00044426433,0.00074774283,0.0022937963,0.0030017586],"domain_scores_gemma":[0.97838837,0.004203347,0.00080730964,0.0012809676,0.004189388,0.011130609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01831655,0.00073500944,0.00034978407,0.0015164374,0.010991602,0.014043351,0.0034580163,0.0063767536,0.06149182],"category_scores_gemma":[0.021852858,0.00043218117,0.0005596266,0.0010744189,0.0042828666,0.012112847,0.020612616,0.0064616525,0.013517255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023384034,0.0018255422,0.008818983,0.001331766,0.000051279123,0.003242274,0.063505866,0.00415516,0.0051001734,0.14734393,0.3778951,0.38649607],"study_design_scores_gemma":[0.00003827616,0.00034810833,0.0020389894,0.0011196395,0.0000125511015,0.00036349264,0.10933678,0.001408869,0.0014642406,0.043196224,0.84060305,0.000069782596],"about_ca_topic_score_codex":0.008652804,"about_ca_topic_score_gemma":0.012085398,"teacher_disagreement_score":0.06149182,"about_ca_system_score_codex":0.008546221,"about_ca_system_score_gemma":0.041933447,"threshold_uncertainty_score":0.20571065},"labels":[],"label_agreement":null},{"id":"W4206022247","doi":"10.7901/2169-3358-2021.1.800005","title":"Characterization of the Microbial Community Structure and Function During the Natural Attenuation of Oil in Marine Environments Using In Situ Microcosms","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Huntsman Marine Science Centre; McGill University; National Research Council Canada","funders":"","keywords":"Microcosm; Environmental science; Context (archaeology); Microbial population biology; Environmental remediation; Petroleum; Environmental chemistry; Natural (archaeology); Contamination; Ecology; Geology; Chemistry; Biology","score_opus":0.010684324826218667,"score_gpt":0.20582325758178394,"score_spread":0.19513893275556526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206022247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545103,0.00019679818,0.0020849304,0.000042048465,0.000015822463,0.00011013961,0.0013847017,0.000030946132,0.00068367185],"genre_scores_gemma":[0.9848018,0.0003604502,0.01123363,0.0001378407,0.000020112024,0.0003087531,0.0016792451,0.000021870781,0.0014362859],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99961734,0.000041825675,0.000030341429,0.00013526522,0.000091613045,0.00008354567],"domain_scores_gemma":[0.99952114,0.000105124775,0.00010374043,0.000034805737,0.00014729,0.00008793025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000294646,0.00039246265,0.00044218433,0.0003606734,0.0004037153,0.00075660733,0.00030549773,0.00034217746,0.00039795105],"category_scores_gemma":[0.00036854993,0.00016842938,0.00039452052,0.00045269047,0.00036365262,0.00036219863,0.0004450697,0.0006052182,0.00016960713],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011851977,0.000114557784,0.005723155,0.00003649961,0.000011376577,0.000026317324,0.000104593724,0.00006964169,0.99251634,0.000019659177,0.000027636162,0.0012316845],"study_design_scores_gemma":[0.000030125952,0.0026398734,0.26276582,0.000022361632,0.000096801865,0.00024347732,0.0011016453,0.0034102444,0.7278482,0.000113280505,0.0016848358,0.000043376076],"about_ca_topic_score_codex":0.006963763,"about_ca_topic_score_gemma":0.010817286,"teacher_disagreement_score":0.006963763,"about_ca_system_score_codex":0.00031441997,"about_ca_system_score_gemma":0.00039919635,"threshold_uncertainty_score":0.013846457},"labels":[],"label_agreement":null},{"id":"W4206062098","doi":"10.7901/2169-3358-2021.1.1141594","title":"A Simulation-based Contingency Planning Tool for Offshore Oil Spill Response","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"","keywords":"Contingency plan; Submarine pipeline; Environmental science; Demand response; Resource (disambiguation); Emergency response; Engineering; Computer science; Electricity","score_opus":0.02601688218782167,"score_gpt":0.28599881004544625,"score_spread":0.2599819278576246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206062098","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010930834,0.0001081631,0.9218303,0.00019013871,0.000074847405,0.0003221888,0.0022062631,0.0529158,0.011421452],"genre_scores_gemma":[0.24795006,0.00041354133,0.7251647,0.00021463654,0.000048598267,0.0014867475,0.0061272364,0.0047025005,0.013892004],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974364,0.000072958734,0.000025971156,0.000044473058,0.00008698024,0.000025983418],"domain_scores_gemma":[0.9993622,0.00039582737,0.000039828716,0.000050888826,0.000101116144,0.00005022276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007706882,0.0010969547,0.00057231716,0.00077027816,0.0004618002,0.0009120513,0.0012964804,0.0007719241,0.027235636],"category_scores_gemma":[0.0015026354,0.0005788774,0.00076967577,0.00041917493,0.0002808253,0.00069954013,0.00091530156,0.000983371,0.00319889],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004394502,0.0002615545,0.0023445426,0.00037728465,0.00010973627,0.0005282329,0.00033676147,0.77383906,0.010606078,0.014754183,0.038272604,0.15813056],"study_design_scores_gemma":[0.00009603787,0.0000323054,0.00025045726,0.00003568166,0.000016339947,0.000047061,0.000031314095,0.9721166,0.0030269253,0.0033310233,0.020992879,0.0000234681],"about_ca_topic_score_codex":0.004455874,"about_ca_topic_score_gemma":0.0045000734,"teacher_disagreement_score":0.027235636,"about_ca_system_score_codex":0.00048944476,"about_ca_system_score_gemma":0.00094120164,"threshold_uncertainty_score":0.091112256},"labels":[],"label_agreement":null},{"id":"W4206119390","doi":"10.7901/2169-3358-2021.1.690820","title":"Benchmark and Legal Framework Study on Oil Spill Prompt Response and Contingency Resources for Oil & Gas Offshore Structures: A Global Cooperation","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Contingency plan; Legislation; Context (archaeology); Business; Preparedness; Environmental planning; Petroleum; Government (linguistics); Environmental resource management; Environmental science; Political science; Law; Geography; Economics","score_opus":0.016163151252025273,"score_gpt":0.27577585140830535,"score_spread":0.2596127001562801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206119390","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43499362,0.006638767,0.031621408,0.012585936,0.00021280795,0.0011950823,0.0028001973,0.00013223708,0.5098199],"genre_scores_gemma":[0.9757907,0.0015361606,0.011134221,0.00073995854,0.00005063348,0.0004328151,0.0011573563,0.00002425895,0.009133941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99399084,0.00225501,0.00032069892,0.00069423334,0.0019806086,0.00075863436],"domain_scores_gemma":[0.9906116,0.0046524806,0.0011736645,0.00045742918,0.0025632181,0.0005415246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009524438,0.00041811814,0.0004591308,0.0061431206,0.0028802864,0.0057749823,0.0013328468,0.0017741421,0.0047953287],"category_scores_gemma":[0.010481106,0.00023739997,0.0006350614,0.008483984,0.002718012,0.00256433,0.0027934213,0.0017042618,0.0003123992],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008612754,0.00030207672,0.018092487,0.00047955418,0.000051079664,0.0013699298,0.0069840495,0.019009603,0.0012020516,0.88704395,0.0145153105,0.050863788],"study_design_scores_gemma":[0.00014242037,0.000971067,0.18129066,0.0034868214,0.0003164007,0.0011265342,0.09288499,0.054435104,0.0041917223,0.18892339,0.471992,0.00023897532],"about_ca_topic_score_codex":0.06427798,"about_ca_topic_score_gemma":0.053777806,"teacher_disagreement_score":0.06427798,"about_ca_system_score_codex":0.012396399,"about_ca_system_score_gemma":0.012446488,"threshold_uncertainty_score":0.12780768},"labels":[],"label_agreement":null},{"id":"W4206121521","doi":"10.7901/2169-3358-2021.1.1141488","title":"Integrating physical, chemical and biological data to understand fate, behaviour and effects of diluted bitumen in coastal waters","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Asphalt; Environmental science; Oil sands; Oil spill; Environmental protection; Geography; Archaeology","score_opus":0.030202978189355096,"score_gpt":0.26549292777417977,"score_spread":0.23528994958482466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206121521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938514,0.00046203414,0.0022767473,0.000056982713,0.0000088960005,0.000116501884,0.0019167301,0.000043523858,0.0012672611],"genre_scores_gemma":[0.9800954,0.0012039039,0.013946763,0.000116377414,0.000006776059,0.00014213432,0.0030170104,0.00003100231,0.0014407319],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9995939,0.00004041814,0.000040182887,0.000072419054,0.00021906152,0.000034048764],"domain_scores_gemma":[0.9991972,0.00017660312,0.00016742051,0.000053881253,0.00035771396,0.0000472161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006771397,0.00046401552,0.0005571439,0.0009553578,0.00039216736,0.0010950295,0.0003809529,0.0005904028,0.0012018152],"category_scores_gemma":[0.000718268,0.00019903561,0.000527399,0.0012908845,0.00036397364,0.0009477856,0.00060120295,0.0006456059,0.00044229688],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005853171,0.0005942794,0.326738,0.0005795322,0.00015959691,0.00016434975,0.00027345025,0.005356748,0.63703245,0.00008549559,0.00021715842,0.028213609],"study_design_scores_gemma":[0.00002998681,0.0019220345,0.74999475,0.00007771366,0.00021307934,0.00015048528,0.0015032084,0.024558615,0.21814014,0.0002566911,0.0030869285,0.00006635731],"about_ca_topic_score_codex":0.022482647,"about_ca_topic_score_gemma":0.03122021,"teacher_disagreement_score":0.022482647,"about_ca_system_score_codex":0.0010861058,"about_ca_system_score_gemma":0.0010108863,"threshold_uncertainty_score":0.044703543},"labels":[],"label_agreement":null},{"id":"W4206125645","doi":"10.7901/2169-3358-2021.1.685570","title":"Geographic Response Strategies on Canada's West Coast","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shore; Intertidal zone; Harbour; Geography; West coast; Oceanography; Environmental resource management; Archaeology; Geology; Environmental science; Computer science","score_opus":0.010336027373078963,"score_gpt":0.22372387986904585,"score_spread":0.2133878524959669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206125645","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32584724,0.0026638496,0.006642128,0.041255847,0.0003663543,0.00078783504,0.021540454,0.0018471499,0.59904915],"genre_scores_gemma":[0.770151,0.002046847,0.0071945577,0.004354479,0.000030093146,0.00019736835,0.009126017,0.00021663365,0.206683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979748,0.00016863411,0.000059160975,0.00020408172,0.00090214924,0.0006912034],"domain_scores_gemma":[0.9963689,0.00017173678,0.00009874455,0.0000933155,0.002504615,0.00076270377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011541871,0.00051972404,0.0002051467,0.0020457522,0.004333814,0.0038636776,0.0014893855,0.00071278657,0.015104998],"category_scores_gemma":[0.0028820196,0.00026116942,0.00035330013,0.0028977795,0.0011833576,0.0008750936,0.0018108548,0.0008695787,0.0012925318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021040594,0.00023935805,0.078199096,0.00045408602,0.00010064467,0.0008107969,0.0074919877,0.020766053,0.0030369994,0.07482644,0.45942208,0.35444206],"study_design_scores_gemma":[0.00006757696,0.00014970514,0.14404726,0.00041327666,0.000055546112,0.00009729319,0.025581717,0.010297999,0.0015920255,0.0051868353,0.81235874,0.00015204062],"about_ca_topic_score_codex":0.9959014,"about_ca_topic_score_gemma":0.99749905,"teacher_disagreement_score":0.07965803,"about_ca_system_score_codex":0.07965803,"about_ca_system_score_gemma":0.13366692,"threshold_uncertainty_score":0.57796216},"labels":[],"label_agreement":null},{"id":"W4206343481","doi":"10.7901/2169-3358-2021.1.687529","title":"Net Environmental Benefit Analysis Embedded Action Plan Development","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"CONTEST; Plan (archaeology); Action (physics); Process (computing); Action plan; Process management; Risk analysis (engineering); Computer science; Operations research; Business; Operations management; Engineering; Economics; Political science","score_opus":0.021391603658077993,"score_gpt":0.23952933445087432,"score_spread":0.21813773079279633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206343481","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022710674,0.00022817837,0.8804951,0.0031444815,0.0002653322,0.0039322553,0.0018016882,0.0049575334,0.08246473],"genre_scores_gemma":[0.16203716,0.00022670852,0.82197165,0.00020850917,0.00003813838,0.001796477,0.0019928336,0.0003138394,0.011414693],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9867823,0.0072231954,0.0008629151,0.00086407305,0.0036198734,0.0006475917],"domain_scores_gemma":[0.97326463,0.014162589,0.0023030555,0.0025667537,0.0068635214,0.0008394534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017758977,0.0012236341,0.00047719906,0.0035008641,0.0010723757,0.0048807277,0.0019233961,0.0009741093,0.018221334],"category_scores_gemma":[0.025469176,0.0005795656,0.0008129811,0.0012438762,0.0014448143,0.002915398,0.0038000674,0.0017392508,0.0026389544],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038464856,0.00061482616,0.006107272,0.0011619641,0.00011369057,0.0005355329,0.0038017523,0.19709799,0.006445784,0.29455492,0.02313714,0.4660445],"study_design_scores_gemma":[0.00024702764,0.00070032995,0.0033843336,0.0016202872,0.00014030556,0.00022933465,0.0038331463,0.5298505,0.020715578,0.196038,0.24306571,0.00017549405],"about_ca_topic_score_codex":0.005015329,"about_ca_topic_score_gemma":0.004728376,"teacher_disagreement_score":0.018221334,"about_ca_system_score_codex":0.0040048803,"about_ca_system_score_gemma":0.011197016,"threshold_uncertainty_score":0.093919575},"labels":[],"label_agreement":null},{"id":"W4206452556","doi":"10.7901/2169-3358-2021.1.689196","title":"Lessons Learned from Canada and the United States Use of Area Command in the CANUSLANT Exercise 2019","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross-border cooperation; Geography; Regional science","score_opus":0.09586703359146732,"score_gpt":0.3154274618712662,"score_spread":0.21956042827979888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206452556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5199572,0.013004737,0.00081781426,0.23884185,0.0011750117,0.0001253934,0.0014202844,0.00003698222,0.22462073],"genre_scores_gemma":[0.959959,0.0057886853,0.0005178399,0.012869873,0.000097896416,0.00003837966,0.0003405278,0.000051255738,0.020336686],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99127495,0.0016978763,0.00021847794,0.0005134908,0.002530399,0.0037648364],"domain_scores_gemma":[0.98726475,0.0034227788,0.0003325342,0.00024692147,0.005986687,0.0027463445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007976063,0.00036128252,0.00053376355,0.0019547737,0.013250026,0.010161386,0.0023343263,0.0026625483,0.0064770784],"category_scores_gemma":[0.013721081,0.00032074962,0.0004768705,0.004601327,0.008392227,0.0036306183,0.0034848216,0.0053583207,0.00031409878],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057131925,0.000704157,0.16385236,0.0007108143,0.00020275319,0.0019472329,0.26157033,0.002775917,0.000611441,0.11410795,0.22107205,0.23187359],"study_design_scores_gemma":[0.00003941182,0.000071833536,0.106265016,0.0014448777,0.00009323278,0.00012469834,0.64132434,0.00043536574,0.0006040623,0.006011214,0.24346381,0.0001221573],"about_ca_topic_score_codex":0.9928387,"about_ca_topic_score_gemma":0.99763465,"teacher_disagreement_score":0.08719693,"about_ca_system_score_codex":0.08719693,"about_ca_system_score_gemma":0.19670643,"threshold_uncertainty_score":0.632661},"labels":[],"label_agreement":null},{"id":"W4206497177","doi":"10.7901/2169-3358-2021.1.687930","title":"Incorporating Automatic Satellite Detections of Oil Spills with Numerical Fate and Trajectory Modeling","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering; Petroleum Research Newfoundland and Labrador","funders":"","keywords":"Oil spill; Satellite; Trajectory; Hindcast; Environmental science; Petroleum; Hazardous waste; Computer science; Remote sensing; Meteorology; Geology; Engineering; Machine learning; Aerospace engineering; Geography","score_opus":0.014959174738314632,"score_gpt":0.2254131623763769,"score_spread":0.21045398763806228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206497177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6386648,0.00021659675,0.35200673,0.00053028594,0.000090656795,0.00013321658,0.0005495638,0.0032054046,0.004602837],"genre_scores_gemma":[0.94847524,0.00006290873,0.049862415,0.000039781597,0.000017538297,0.00003112498,0.00042187847,0.00007318393,0.0010159637],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997867,0.000054846612,0.00001272022,0.000060055736,0.000059483733,0.000026158208],"domain_scores_gemma":[0.9990305,0.00042870795,0.00017238483,0.00009531813,0.00021265725,0.00006046177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064569263,0.00057919754,0.00041548308,0.0012245907,0.00032289178,0.0007872202,0.0006028929,0.0005042107,0.0010392115],"category_scores_gemma":[0.0025777,0.00041615477,0.00048371483,0.0005084671,0.00033372614,0.0007127112,0.00056159485,0.000517128,0.00031099154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007083665,0.000057121022,0.0077534923,0.000016955199,0.000030130388,0.000031102903,0.000025223188,0.9706196,0.001903572,0.0005075478,0.00023133044,0.01875317],"study_design_scores_gemma":[0.0000018568446,0.0000053132235,0.00039482984,0.0000011784198,0.0000018117634,0.0000024420149,0.0000028927027,0.99901116,0.00036099902,0.00015308696,0.000062367864,0.000002007096],"about_ca_topic_score_codex":0.04844078,"about_ca_topic_score_gemma":0.03488998,"teacher_disagreement_score":0.04844078,"about_ca_system_score_codex":0.0013114049,"about_ca_system_score_gemma":0.0011833243,"threshold_uncertainty_score":0.09631765},"labels":[],"label_agreement":null},{"id":"W4206516517","doi":"10.7901/2169-3358-2021.1.1141600","title":"Shoreline Contamination Report 2015 SS Arrow Spill Chedabucto Bay, NS, Canada","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Shore; Bay; Oil spill; Environmental science; Coast guard; Nova scotia; Oceanography; Geography; Contamination; Fishery; Environmental protection; Archaeology; Geology; Ecology","score_opus":0.011131801379045878,"score_gpt":0.23804463336609843,"score_spread":0.22691283198705256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206516517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47690037,0.0059535042,0.004593077,0.008757626,0.00126075,0.0028483372,0.23733304,0.0014510845,0.26090226],"genre_scores_gemma":[0.5508441,0.012177842,0.00887558,0.003451694,0.00014013084,0.00046060502,0.17059386,0.0002627619,0.25319344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953732,0.000043322863,0.00014067015,0.00016387794,0.0038764374,0.00040242236],"domain_scores_gemma":[0.99475914,0.000053358253,0.00025193804,0.00006040853,0.004614651,0.00026044907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008838704,0.00070777687,0.0003064589,0.0028147723,0.0034681438,0.0018570297,0.0007550321,0.0006672941,0.009412519],"category_scores_gemma":[0.0015037103,0.0003858202,0.00041428016,0.003100326,0.00049640605,0.00046685032,0.0010307835,0.0008339269,0.0020367634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065375736,0.00034024724,0.5078993,0.000945257,0.00016110353,0.0022484327,0.0025547398,0.002654521,0.02343903,0.0010819761,0.3328292,0.12519246],"study_design_scores_gemma":[0.000034442583,0.00032963007,0.6378427,0.00033978905,0.0000816621,0.00035658476,0.0068523227,0.0009077471,0.010543692,0.00019727217,0.3424271,0.000087024906],"about_ca_topic_score_codex":0.985014,"about_ca_topic_score_gemma":0.993947,"teacher_disagreement_score":0.024990965,"about_ca_system_score_codex":0.024990965,"about_ca_system_score_gemma":0.06740557,"threshold_uncertainty_score":0.18132293},"labels":[],"label_agreement":null},{"id":"W4206640641","doi":"10.7901/2169-3358-2021.1.686916","title":"Planning and Responding to a Petrochemical Disaster in the North American Inland Seas","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coast guard; International waters; Territorial waters; Environmental planning; Geography; Environmental protection; Environmental science; Environmental resource management; Fishery","score_opus":0.014375452267528852,"score_gpt":0.2606974062618036,"score_spread":0.24632195399427476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206640641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5437884,0.0023723547,0.0045889295,0.15998928,0.0005555412,0.00030698802,0.00028030196,0.00022726337,0.287891],"genre_scores_gemma":[0.9080466,0.0065230215,0.0070372988,0.013030619,0.00016413488,0.000120225945,0.00023318481,0.00004599465,0.06479893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999331,0.00020165948,0.000024150755,0.000048865677,0.00011101193,0.0002832827],"domain_scores_gemma":[0.99891603,0.00013618215,0.00013704594,0.000026411848,0.00021864694,0.0005657007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007327876,0.00021701925,0.00009026662,0.0004836736,0.0060572783,0.0024822874,0.00075930037,0.0012543966,0.0055152993],"category_scores_gemma":[0.0017185402,0.00020359851,0.00016991048,0.00048636342,0.0014833664,0.0015071471,0.0024261395,0.0015049243,0.00043931496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014102382,0.0006390334,0.14978214,0.00073607475,0.00011054255,0.012252776,0.106338374,0.011562914,0.006552318,0.07535862,0.34349093,0.2930352],"study_design_scores_gemma":[0.000022277663,0.0002003625,0.10368926,0.00048774507,0.000057723333,0.0006806568,0.32955727,0.0033095544,0.0015872555,0.012056815,0.5482682,0.00008280867],"about_ca_topic_score_codex":0.2246339,"about_ca_topic_score_gemma":0.5524353,"teacher_disagreement_score":0.2246339,"about_ca_system_score_codex":0.0045534824,"about_ca_system_score_gemma":0.026433066,"threshold_uncertainty_score":0.44665277},"labels":[],"label_agreement":null},{"id":"W4206698418","doi":"10.7901/2169-3358-2021.1.672888","title":"Geographic Response Plan Development – An Innovative Approach","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Environmental resource management; Vulnerability (computing); Environmental science; Geography; Environmental planning; Environmental protection; Engineering; Computer science","score_opus":0.06378433568213021,"score_gpt":0.32975228865079514,"score_spread":0.26596795296866493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206698418","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042438842,0.00022954433,0.91779965,0.0055150664,0.0001776808,0.0014194708,0.0004286332,0.0012837958,0.06890219],"genre_scores_gemma":[0.06828853,0.0002840446,0.91876084,0.00046271223,0.0000590601,0.0006689445,0.000620958,0.00019456731,0.010660291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885194,0.006226179,0.0006067675,0.0014892583,0.0024306488,0.0007277857],"domain_scores_gemma":[0.9906385,0.0042929654,0.0007016141,0.0012209457,0.0025380529,0.00060788443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01221786,0.0014529009,0.00064719806,0.0055883266,0.002876341,0.00887479,0.0049103517,0.0030897418,0.025216565],"category_scores_gemma":[0.014242181,0.0011160638,0.0015139097,0.0031926348,0.0034767187,0.005622942,0.008207752,0.0031529735,0.0035750924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007207059,0.0004410752,0.0026081288,0.00040168932,0.0000835208,0.0010224446,0.0028249035,0.07998687,0.0015984492,0.57839495,0.029972352,0.30259353],"study_design_scores_gemma":[0.00015187642,0.00037507876,0.0011523783,0.0007831857,0.00009995354,0.00074250234,0.007951224,0.2437869,0.002674564,0.24535194,0.49679664,0.00013384895],"about_ca_topic_score_codex":0.010276761,"about_ca_topic_score_gemma":0.0121249715,"teacher_disagreement_score":0.025216565,"about_ca_system_score_codex":0.005616978,"about_ca_system_score_gemma":0.015097106,"threshold_uncertainty_score":0.08435774},"labels":[],"label_agreement":null},{"id":"W4206738635","doi":"10.7901/2169-3358-2021.1.1141274","title":"Characterizing Dispersion Effectiveness at Varying Salinities","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Salinity; Dispersant; Seawater; Environmental science; Brine; Dispersion (optics); Halite; Mineralogy; Chemistry; Oceanography; Geology; Physics; Structural basin; Geomorphology","score_opus":0.017876914300902373,"score_gpt":0.2423137786074633,"score_spread":0.22443686430656093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206738635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99773955,0.00020829884,0.0007349376,0.000019029008,0.000006058741,0.000031621043,0.00033344553,0.000020245498,0.0009067949],"genre_scores_gemma":[0.99639857,0.0003058292,0.0015636294,0.000022793576,0.0000033225251,0.00003809158,0.0006188637,0.000009149968,0.0010397587],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997265,0.00002654544,0.000037268506,0.000045048128,0.0001305981,0.00003397202],"domain_scores_gemma":[0.99969137,0.0000720262,0.000078713536,0.000013510871,0.00011425948,0.000030100306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003283325,0.00025623865,0.00017549691,0.00029253325,0.00016034098,0.00038182188,0.00016261681,0.00019524829,0.00068567425],"category_scores_gemma":[0.00061432493,0.00009864704,0.00018260776,0.00027545134,0.00015053037,0.00031905298,0.00024961279,0.00034801502,0.00018902711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008985132,0.00001975981,0.0017203225,0.000024193767,0.000007320583,0.000021910506,0.000057076708,0.00019210573,0.996376,0.000019861376,0.000017355613,0.0014542408],"study_design_scores_gemma":[0.0000067912606,0.0006843857,0.01925418,0.000006320572,0.000018879751,0.00003640705,0.0001143245,0.0010031284,0.9782557,0.000021129805,0.0005886968,0.000010078768],"about_ca_topic_score_codex":0.004246518,"about_ca_topic_score_gemma":0.0045864843,"teacher_disagreement_score":0.004246518,"about_ca_system_score_codex":0.00032134278,"about_ca_system_score_gemma":0.00020146543,"threshold_uncertainty_score":0.008443654},"labels":[],"label_agreement":null},{"id":"W4206769404","doi":"10.7901/2169-3358-2021.1.686884","title":"Quantification of oil lost from tanker vessel using space borne radar datasets - Case study of Haldia port oil spill, July 2018.","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Synthetic aperture radar; Remote sensing; Environmental science; Oil spill; Terrain; Radar; Satellite; Meteorology; Geology; Computer science; Engineering; Geography; Environmental engineering; Cartography","score_opus":0.037279700973805244,"score_gpt":0.2822905453651897,"score_spread":0.24501084439138449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206769404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812578,0.00040905506,0.002467379,0.00032995993,0.000057267367,0.000048706675,0.012718664,0.00034760215,0.0023634566],"genre_scores_gemma":[0.97115785,0.00032118717,0.003577427,0.000030839245,0.00002710659,0.000029936804,0.023058647,0.000031774794,0.0017653337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997663,0.000029654155,0.000019619707,0.00004294359,0.00008855604,0.0000529051],"domain_scores_gemma":[0.99960285,0.00006926119,0.00008158316,0.00005209594,0.00015150788,0.000042782638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050738937,0.0004797013,0.00029568805,0.0014444271,0.00022608273,0.00056141533,0.00038157534,0.0005179775,0.00078250834],"category_scores_gemma":[0.00066799246,0.00010857776,0.00038231324,0.0015204983,0.00024454622,0.0005955671,0.00039072675,0.00039178177,0.00036543267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001746994,0.0010760394,0.5444547,0.0009492211,0.0006810432,0.010799128,0.00076164695,0.23072906,0.037672255,0.0018493677,0.036853507,0.13242707],"study_design_scores_gemma":[0.00009589422,0.00047988375,0.7110946,0.00012014199,0.00024286297,0.0011332668,0.003402144,0.24327421,0.01771591,0.0009329336,0.021392604,0.00011569456],"about_ca_topic_score_codex":0.02791336,"about_ca_topic_score_gemma":0.036651254,"teacher_disagreement_score":0.02791336,"about_ca_system_score_codex":0.00060185196,"about_ca_system_score_gemma":0.00036262223,"threshold_uncertainty_score":0.05550176},"labels":[],"label_agreement":null},{"id":"W4206840709","doi":"10.7901/2169-3358-2021.1.667537","title":"The Freshwater Oil Spill Remediation Study (FOReSt): 2018 Pilot Study at the Experimental Lakes Area, Canada","year":2021,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; Stantec (Canada); Alberta Energy; Canadian Association of Petroleum Producers; University of Manitoba; International Institute for Sustainable Development","funders":"","keywords":"Environmental science; Benthic zone; Environmental remediation; Invertebrate; Contamination; Environmental chemistry; Residual oil; Ecology; Biology; Chemistry","score_opus":0.02141401658892669,"score_gpt":0.23859087599663387,"score_spread":0.21717685940770717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206840709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99848527,0.000026134998,0.00011130506,0.00004313665,0.0000021942226,0.0002472156,0.00036758318,0.0000113221495,0.0007059044],"genre_scores_gemma":[0.99185705,0.00014010064,0.0010498854,0.00014834272,0.000004835282,0.00020910862,0.00075736543,0.000006995826,0.0058263317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976295,0.000019522697,0.000004975651,0.00004177408,0.000063402294,0.0001072904],"domain_scores_gemma":[0.9996008,0.00001428503,0.000045523375,0.000015555812,0.00017982123,0.00014404685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026870126,0.0003630631,0.0002643384,0.00032161004,0.0022942796,0.00037613415,0.00045775116,0.0002801474,0.0012051815],"category_scores_gemma":[0.00024101669,0.00022611184,0.00026835004,0.00038158515,0.0006122666,0.00018077178,0.00037287915,0.0003525322,0.0001977427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00580208,0.009917469,0.79953074,0.00026931326,0.00013793664,0.00372894,0.007407811,0.0014192645,0.12034919,0.00038711532,0.0039014646,0.04714862],"study_design_scores_gemma":[0.00020210164,0.004842356,0.977024,0.000019365256,0.00006254807,0.00023244547,0.0051416135,0.00069273403,0.007124114,0.000048574937,0.004582799,0.000027415856],"about_ca_topic_score_codex":0.9187408,"about_ca_topic_score_gemma":0.97916013,"teacher_disagreement_score":0.08125919,"about_ca_system_score_codex":0.009216417,"about_ca_system_score_gemma":0.013952509,"threshold_uncertainty_score":0.16347545},"labels":[],"label_agreement":null},{"id":"W4236390920","doi":"10.7901/2169-3358-2001-1-539","title":"Studies of Emissions From Oil Fires","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Soot; Particulates; Environmental chemistry; Environmental science; Diesel fuel; Combustion; Diesel exhaust; Plume; Smoke; Fuel oil; Chemistry; Waste management; Meteorology; Organic chemistry","score_opus":0.18149917551868347,"score_gpt":0.41715997496594176,"score_spread":0.2356607994472583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236390920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998055,0.000264113,0.0006074918,0.000004682468,0.0000027543301,0.0000099641275,0.0000959527,0.0000035229662,0.0009565796],"genre_scores_gemma":[0.9983259,0.00033433296,0.00050982554,0.000006415487,0.0000024480973,0.000007716445,0.00019016973,0.0000028122556,0.0006203068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99984825,0.00002294791,0.000012257844,0.00003617544,0.00006171657,0.000018548744],"domain_scores_gemma":[0.99981815,0.00006334185,0.000041549236,0.000010536376,0.00005255763,0.000013794599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029883638,0.00025139045,0.00014119482,0.0003183921,0.00037185504,0.00022984855,0.00016570964,0.00014411894,0.0007435335],"category_scores_gemma":[0.00029007925,0.000088972854,0.00021140187,0.00028840234,0.00012560097,0.00016628533,0.0002174509,0.00017477266,0.00011279103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086062396,0.00046734585,0.63385046,0.000668167,0.00026746173,0.0012217883,0.00080707244,0.021974886,0.27694756,0.0004756197,0.00025788796,0.062201135],"study_design_scores_gemma":[0.000022999215,0.0012324825,0.6822279,0.00008623065,0.0001005707,0.000654899,0.0012657086,0.010829165,0.298586,0.00027831853,0.004686035,0.000029705658],"about_ca_topic_score_codex":0.0040949574,"about_ca_topic_score_gemma":0.007445811,"teacher_disagreement_score":0.0040949574,"about_ca_system_score_codex":0.00036382448,"about_ca_system_score_gemma":0.00014498053,"threshold_uncertainty_score":0.008142233},"labels":[],"label_agreement":null},{"id":"W4243505423","doi":"10.7901/2169-3358-2005-1-731","title":"SPILLVIEW: A SUPPORT TO DECISION-MAKING SOFTWARE IN EMERGENCY RESPONSE TO MARINE OIL SPILL","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Oil spill; Software deployment; Coast guard; Aerial survey; Software; Computer science; Guard (computer science); Trajectory; Operations research; Environmental science; Marine engineering; Geography; Engineering; Remote sensing; Software engineering","score_opus":0.01218400030359313,"score_gpt":0.2778324027591683,"score_spread":0.2656484024555752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243505423","genre_codex":"software","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023855684,0.00021472594,0.41345268,0.000618526,0.000121301535,0.0007813258,0.0066137817,0.5437984,0.010543664],"genre_scores_gemma":[0.41763392,0.0008121517,0.46844566,0.0015021706,0.00026492847,0.002335709,0.028157825,0.04892545,0.03192223],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99907553,0.00024448265,0.00011553148,0.00016844667,0.00030311468,0.000092882634],"domain_scores_gemma":[0.9955968,0.0029585864,0.0002160378,0.00035831242,0.00044962636,0.000420686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023311346,0.0011613502,0.0006481592,0.0013128852,0.0003568769,0.0015108378,0.002065882,0.0007981795,0.031719744],"category_scores_gemma":[0.006762631,0.0007457884,0.00053811405,0.0005418559,0.0006211868,0.002303389,0.0028544364,0.0014699838,0.007320325],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050831237,0.0010078752,0.008533649,0.0016071852,0.00027293473,0.0028172003,0.0028737842,0.049914375,0.045454197,0.017037027,0.33525068,0.53014797],"study_design_scores_gemma":[0.0022819047,0.00065658777,0.006529505,0.0008937981,0.00019402507,0.0010839843,0.0006013251,0.6001327,0.07635321,0.017156795,0.29368764,0.00042857917],"about_ca_topic_score_codex":0.0024710593,"about_ca_topic_score_gemma":0.001368106,"teacher_disagreement_score":0.031719744,"about_ca_system_score_codex":0.0006087721,"about_ca_system_score_gemma":0.00083486637,"threshold_uncertainty_score":0.106113136},"labels":[],"label_agreement":null}]}