{"meta":{"query_hash":"d007e4d76dbf","filters":{"venue":"The APPEA Journal"},"cohort_total":163,"direct_labels_cover":0,"predictions_cover":163,"exported":163,"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/d007e4d76dbf","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+APPEA+Journal"},"results":[{"id":"W2181474382","doi":"10.1071/aj07004","title":"Drilling success as a result of probabilistic lithology and fluid prediction—a case study in the Carnarvon Basin, WA","year":2008,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Lithology; Geology; Probabilistic logic; Petrophysics; Well control; Seismic inversion; Bayesian probability; Drill; Data mining; Computer science; Drilling; Geotechnical engineering; Petrology; Artificial intelligence; Mathematics; Engineering; Geometry","score_opus":0.016037002331210463,"score_gpt":0.22534308512385598,"score_spread":0.2093060827926455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181474382","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":[0.99764097,0.000020585163,0.0010714077,0.00012608872,9.157354e-7,0.000027885479,0.000093776005,0.000023148295,0.0009953305],"genre_scores_gemma":[0.99815506,0.000028663007,0.0012928009,0.0000075982443,9.694721e-7,0.00001087951,0.00006959072,0.000007640586,0.00042682432],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9993375,0.00028675338,0.000059104346,0.00009631471,0.00013862706,0.000081680686],"domain_scores_gemma":[0.99545515,0.0031927703,0.00043848396,0.00028211132,0.00046829687,0.00016327057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018299913,0.00035426777,0.0002545165,0.0010570982,0.0010773886,0.0014405485,0.0010478427,0.000957688,0.00090113416],"category_scores_gemma":[0.008832394,0.00040179977,0.00038287838,0.0014635964,0.0011402555,0.0011286121,0.0010639855,0.00056240853,0.000110176],"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":[0.00047266672,0.00043768046,0.74517214,0.00010279265,0.00015654915,0.015251806,0.01107424,0.17869131,0.0020803954,0.005721128,0.001305229,0.03953399],"study_design_scores_gemma":[0.000050386974,0.0006720247,0.4025965,0.00009161133,0.00009788799,0.0030011225,0.026274273,0.55418605,0.0027532694,0.005855609,0.00427116,0.00015007351],"about_ca_topic_score_codex":0.16634893,"about_ca_topic_score_gemma":0.30960923,"teacher_disagreement_score":0.16634893,"about_ca_system_score_codex":0.0024058176,"about_ca_system_score_gemma":0.001365805,"threshold_uncertainty_score":0.33076137},"labels":[],"label_agreement":null},{"id":"W2586690970","doi":"10.1071/aj00009","title":"DEEP BASIN GAS: A NEW EXPLORATION PARADIGM IN THE NAPPAMERRI TROUGH, COOPER BASIN, SOUTH AUSTRALIA","year":2001,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":29,"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; Trough (economics); Structural basin; Source rock; Sedimentary depositional environment; Paleontology; Diagenesis; Geochemistry; Geomorphology; Petrology","score_opus":0.04063086640872274,"score_gpt":0.25727368477606816,"score_spread":0.21664281836734542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586690970","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":[0.9025079,0.005134748,0.01075487,0.0063453102,0.000036971574,0.00013806834,0.00020346318,0.000058629754,0.07482004],"genre_scores_gemma":[0.9703443,0.0025258309,0.009099168,0.00037212524,0.000020497711,0.00006584412,0.000060127655,0.000017076281,0.017494952],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998311,0.000034602035,0.0000062736876,0.00003314106,0.000051605773,0.000043238026],"domain_scores_gemma":[0.9998561,0.000021487498,0.000016868513,0.0000126176665,0.000040670977,0.000052140505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039773015,0.00018841207,0.00013882198,0.0011832532,0.0012737602,0.0019097278,0.0005714135,0.0004950721,0.0018914309],"category_scores_gemma":[0.00041544507,0.00020569062,0.00013475998,0.00087249884,0.0029837778,0.0021997709,0.0022532071,0.0005368602,0.0001183985],"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":[0.00029040995,0.00017085527,0.2697495,0.0008669357,0.000049756774,0.0072720367,0.14137565,0.004664665,0.04650615,0.17751795,0.006849016,0.34468707],"study_design_scores_gemma":[0.000026389578,0.0004084202,0.49484813,0.00083891064,0.00005585017,0.0044634314,0.160629,0.020683853,0.004769098,0.08105537,0.2321058,0.00011573362],"about_ca_topic_score_codex":0.18809712,"about_ca_topic_score_gemma":0.44934022,"teacher_disagreement_score":0.18809712,"about_ca_system_score_codex":0.0046867933,"about_ca_system_score_gemma":0.004663172,"threshold_uncertainty_score":0.37400454},"labels":[],"label_agreement":null},{"id":"W2617117417","doi":"10.1071/aj16171","title":"Baseline characterisation and monitoring protocols for development of shale and tight gas resources, northern Perth Basin","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"Mount Allison University","funders":"","keywords":"Baseline (sea); Groundwater; Structural basin; Environmental science; Geological survey; Oil shale; Methane; Hydrology (agriculture); Geology; Engineering; Waste management; Oceanography","score_opus":0.02087010353644216,"score_gpt":0.2527970656304588,"score_spread":0.23192696209401661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617117417","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":[0.4540298,0.0012970289,0.34538433,0.0009893649,0.00022496034,0.09733693,0.021307128,0.003037764,0.07639276],"genre_scores_gemma":[0.25506675,0.0015786852,0.52510303,0.0006710167,0.00006818114,0.15641434,0.022077378,0.00042224786,0.038598318],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900653,0.0024299338,0.0012581991,0.0015645837,0.003962907,0.0007191226],"domain_scores_gemma":[0.99195296,0.0004842829,0.00095975667,0.0017241074,0.0044734827,0.00040540082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008616195,0.0006404784,0.0005468644,0.0041539,0.003338728,0.001802275,0.002060445,0.00081874337,0.0053819767],"category_scores_gemma":[0.0076647433,0.0007082472,0.0004724069,0.0030620408,0.001288334,0.0010175592,0.0022807503,0.0008584212,0.001985615],"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":[0.0010745787,0.00148433,0.07370618,0.0013028402,0.00007385665,0.0017860864,0.017166622,0.0040006987,0.5665974,0.0075148256,0.020463012,0.30482963],"study_design_scores_gemma":[0.0001886617,0.003630373,0.29350483,0.00060615607,0.00011217456,0.0010997128,0.009325966,0.005187559,0.26449192,0.0022498502,0.41943568,0.00016712413],"about_ca_topic_score_codex":0.032094758,"about_ca_topic_score_gemma":0.08358316,"teacher_disagreement_score":0.032094758,"about_ca_system_score_codex":0.0032209775,"about_ca_system_score_gemma":0.008062038,"threshold_uncertainty_score":0.06381589},"labels":[],"label_agreement":null},{"id":"W2618150072","doi":"10.1071/aj16091","title":"Golden safety rules: are they keeping us safe?","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Fraser Health","funders":"","keywords":"Punitive damages; Process safety; Business; Power (physics); Fossil fuel; Process (computing); Forensic engineering; Engineering; Operations management; Marketing; Political science; Work in process; Computer science; Law; Waste management","score_opus":0.1215017839026327,"score_gpt":0.48035462211573055,"score_spread":0.3588528382130978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618150072","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":[0.37265474,0.013576645,0.026478961,0.42663428,0.0035711613,0.00026503144,0.0002290611,0.00019541914,0.15639473],"genre_scores_gemma":[0.9565392,0.00498968,0.005525917,0.02460511,0.0005041051,0.000092973554,0.00009670505,0.00006378764,0.007582414],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9575787,0.020411693,0.002971395,0.0019668774,0.01377332,0.003298008],"domain_scores_gemma":[0.91388977,0.03443421,0.017474351,0.0063243485,0.02032561,0.0075517045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.036959294,0.000405516,0.00061867334,0.0017970435,0.0060635917,0.01117586,0.0019077957,0.0042105927,0.0032901105],"category_scores_gemma":[0.085614175,0.0004917561,0.00040563042,0.0015633738,0.018075699,0.014866281,0.0043459954,0.006354014,0.0008940499],"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":[0.00015177364,0.00030758308,0.09640249,0.0011081913,0.00008637367,0.0007953466,0.2674722,0.00059764023,0.0018104498,0.22289112,0.060879804,0.34749705],"study_design_scores_gemma":[0.000020553876,0.00032316073,0.038618363,0.0025527612,0.000051491807,0.0006315455,0.4561722,0.0007433005,0.0014958628,0.13119787,0.3680119,0.00018105247],"about_ca_topic_score_codex":0.008840391,"about_ca_topic_score_gemma":0.008604863,"teacher_disagreement_score":0.036959294,"about_ca_system_score_codex":0.0047708414,"about_ca_system_score_gemma":0.013610546,"threshold_uncertainty_score":0.19546175},"labels":[],"label_agreement":null},{"id":"W2620743677","doi":"10.1071/aj16095","title":"Portfolio analysis of petroleum fields and prospects: a robust statistical method","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Smiths Detection (Canada)","funders":"","keywords":"Portfolio; Modern portfolio theory; Petroleum; Computer science; Workflow; Aggregate (composite); Liberian dollar; Petroleum engineering; Econometrics; Operations research; Geology; Economics; Engineering; Financial economics; Finance; Paleontology","score_opus":0.022749081178087577,"score_gpt":0.30905856030576023,"score_spread":0.2863094791276727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620743677","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":[0.0021053827,0.00004532468,0.99695444,0.0000867226,0.000011077469,0.000026458812,0.00007109869,0.00024097998,0.00045860835],"genre_scores_gemma":[0.13665713,0.00035674786,0.8594673,0.00010571575,0.000097616525,0.00034255008,0.00057061366,0.00036713498,0.0020352718],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969146,0.0016309699,0.00020180848,0.00034778,0.00078732905,0.000117498275],"domain_scores_gemma":[0.99014086,0.006601552,0.0007300432,0.0010878473,0.0012835149,0.00015618556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071920645,0.00090297475,0.001465523,0.0024360581,0.0006233868,0.0022628824,0.0015687877,0.0012250959,0.0032332635],"category_scores_gemma":[0.023433078,0.0007591289,0.0018234703,0.0022155272,0.0009111363,0.0021417057,0.0023200468,0.0023479974,0.001092204],"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":[0.00009149999,0.0000861475,0.0037992555,0.00010171122,0.00026344825,0.00015570967,0.000090704336,0.78646743,0.0031094782,0.06935357,0.0022898605,0.13419119],"study_design_scores_gemma":[0.000007434125,0.000020470114,0.00025472834,0.000010382617,0.0000129943965,0.000023682716,0.000009508391,0.98199236,0.00046664313,0.016184341,0.001005291,0.00001211539],"about_ca_topic_score_codex":0.0041623805,"about_ca_topic_score_gemma":0.0026417647,"teacher_disagreement_score":0.0071920645,"about_ca_system_score_codex":0.0007809489,"about_ca_system_score_gemma":0.001871621,"threshold_uncertainty_score":0.03803569},"labels":[],"label_agreement":null},{"id":"W2620802678","doi":"10.1071/aj16039","title":"Learning and development from the world’s first operating subsea compression system","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","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":"Emergent BioSolutions (Canada)","funders":"Aker Solutions ASA","keywords":"Subsea; Submarine pipeline; Engineering; Compression (physics); Petroleum engineering; Technology development; Marine engineering; Systems engineering; Manufacturing engineering; Materials science","score_opus":0.013290039315928757,"score_gpt":0.21076117266137812,"score_spread":0.19747113334544936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620802678","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":[0.57800335,0.0050876,0.032484088,0.01808561,0.0010713879,0.0001803132,0.00020147147,0.00048983673,0.36439636],"genre_scores_gemma":[0.774192,0.008203731,0.038651817,0.0020898823,0.00019725255,0.00006477436,0.00035793384,0.00026551154,0.17597714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987851,0.00023993308,0.000029123123,0.0001249962,0.00065153616,0.00016927507],"domain_scores_gemma":[0.9990452,0.0001892368,0.000058881684,0.00007163506,0.0002699861,0.0003650913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002260873,0.00033983678,0.00014841332,0.00041725687,0.0017842914,0.0030464341,0.0005896355,0.0008051605,0.005482729],"category_scores_gemma":[0.0023837322,0.00012812017,0.00021509909,0.0003620003,0.0017148424,0.00215618,0.002488882,0.0013368465,0.0014951014],"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":[0.0002791454,0.000785013,0.0088359425,0.00061330455,0.000018293887,0.0017676376,0.049567483,0.003824544,0.025920026,0.05429334,0.047101106,0.8069942],"study_design_scores_gemma":[0.00002121125,0.0010213536,0.007885537,0.00046909024,0.000016064332,0.0013634454,0.03200799,0.0015018584,0.024776906,0.012293001,0.9185761,0.00006742889],"about_ca_topic_score_codex":0.002905602,"about_ca_topic_score_gemma":0.008621785,"teacher_disagreement_score":0.005482729,"about_ca_system_score_codex":0.0020033848,"about_ca_system_score_gemma":0.003039976,"threshold_uncertainty_score":0.018341541},"labels":[],"label_agreement":null},{"id":"W2620921357","doi":"10.1071/aj16048","title":"Not all barrels are created equal: understanding the difference between standards of regulatory disclosure can impact your investment decisions","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Petro-Canada; Suncor Energy (Canada)","funders":"","keywords":"Business; Petroleum industry; Finance; Due diligence; Accounting; Commission; Negotiation; Equity (law); Jurisdiction","score_opus":0.14921688710449832,"score_gpt":0.3674276053155063,"score_spread":0.21821071821100796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620921357","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":[0.22025947,0.004759894,0.31843272,0.08976309,0.002133913,0.00024149395,0.0005978743,0.00040180935,0.36340967],"genre_scores_gemma":[0.93046767,0.0024398367,0.046125837,0.002480616,0.00012612573,0.00011187182,0.00015591881,0.00016629697,0.01792583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99012977,0.0053831413,0.00033527467,0.0004778641,0.0031953256,0.00047849253],"domain_scores_gemma":[0.97778153,0.014459853,0.0023663393,0.0018669437,0.0028547584,0.00067050755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015318742,0.00030199578,0.00039989603,0.00054162764,0.0016476066,0.00737691,0.0009885884,0.0015016304,0.006649731],"category_scores_gemma":[0.08132111,0.0003916238,0.000290336,0.0008803957,0.0034407286,0.0067715594,0.0023259968,0.0020465185,0.0012148208],"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":[0.00026548954,0.0001227105,0.014248674,0.00020881243,0.000050380648,0.00028139452,0.004827941,0.02119802,0.0012893555,0.7496938,0.025670167,0.18214323],"study_design_scores_gemma":[0.00004672687,0.00017039996,0.013261462,0.0008882984,0.00005420174,0.00046382015,0.008883572,0.04826639,0.0053600944,0.6817407,0.24066657,0.00019770059],"about_ca_topic_score_codex":0.009197418,"about_ca_topic_score_gemma":0.012692138,"teacher_disagreement_score":0.015318742,"about_ca_system_score_codex":0.0024301081,"about_ca_system_score_gemma":0.0056302757,"threshold_uncertainty_score":0.081014216},"labels":[],"label_agreement":null},{"id":"W2620969787","doi":"10.1071/aj16024","title":"South West Hub Project, Western Australia: appraising ‘migration-assisted’ containment for carbon storage in sandstone strata","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"CO2 Sequestration and Geologic Interactions","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":"Carbon Engineering (Canada)","funders":"","keywords":"Oil shale; Containment (computer programming); Drilling; Geology; Carbon capture and storage (timeline); Petroleum; Petroleum engineering; Mining engineering; Environmental science; Geochemistry; Engineering; Paleontology; Oceanography; Climate change","score_opus":0.07784531147347057,"score_gpt":0.3533629682919,"score_spread":0.27551765681842944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620969787","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":[0.96743894,0.00078547234,0.0051499293,0.0013717699,0.000029987837,0.000763699,0.0028607966,0.00015986002,0.021439591],"genre_scores_gemma":[0.96553826,0.000857559,0.012888798,0.00029644842,0.000009055683,0.0003597077,0.0014817672,0.000053433454,0.018514937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940157,0.00023267911,0.000024794737,0.000047450398,0.00022714565,0.00006632341],"domain_scores_gemma":[0.9983217,0.0002919214,0.0001827292,0.000105573155,0.0008290774,0.00026901832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018146131,0.00042360503,0.00017932181,0.0008445727,0.00067979266,0.0009979222,0.0006623378,0.00058718334,0.0022473927],"category_scores_gemma":[0.003151869,0.0003733008,0.0003481217,0.0010622365,0.0005008605,0.0010214935,0.00079432194,0.00030465427,0.00029626596],"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":[0.001449596,0.00090118736,0.5871383,0.002209037,0.00039436435,0.0025697853,0.0078121913,0.06743301,0.024407638,0.008803235,0.023744754,0.27313697],"study_design_scores_gemma":[0.00011473777,0.0014161206,0.8929476,0.00028112915,0.00014291907,0.0003260412,0.0063289423,0.05943874,0.0059460774,0.0022114143,0.030784324,0.00006190318],"about_ca_topic_score_codex":0.46459714,"about_ca_topic_score_gemma":0.58110183,"teacher_disagreement_score":0.46459714,"about_ca_system_score_codex":0.004094973,"about_ca_system_score_gemma":0.0065755867,"threshold_uncertainty_score":0.92378575},"labels":[],"label_agreement":null},{"id":"W2621075664","doi":"10.1071/aj16030","title":"A case study for cost-effective design of relocatable deep dewpoint control gas plant","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","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":"Schedule; Footprint; Pipeline (software); Investment (military); Range (aeronautics); Engineering; Payback period; Refinery; Pipeline transport; Process engineering; Computer science; Waste management; Production (economics); Environmental engineering; Mechanical engineering","score_opus":0.02653023045720773,"score_gpt":0.25205392674658594,"score_spread":0.2255236962893782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621075664","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":[0.79286224,0.00092067465,0.14632037,0.00090258184,0.00019554513,0.0011761546,0.00059857534,0.0011501434,0.055873666],"genre_scores_gemma":[0.91043335,0.00031138016,0.07063203,0.000053094864,0.000012817871,0.00026948683,0.00019427223,0.000092648115,0.018000921],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913967,0.0001666555,0.00003756494,0.000106183325,0.0003736575,0.00017628015],"domain_scores_gemma":[0.99940956,0.00013071502,0.000066088935,0.00008171283,0.00016625486,0.00014567554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007392245,0.00075883453,0.0005188222,0.0006331604,0.0010634217,0.0013239003,0.0014978923,0.0019148936,0.0055384333],"category_scores_gemma":[0.0010643703,0.0003866568,0.00069667003,0.0003555935,0.0005647735,0.0008207459,0.0008452788,0.00085639255,0.0010744649],"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":[0.0011332219,0.0016362293,0.014824333,0.0015701405,0.00007951377,0.02079134,0.0015540428,0.6444358,0.1581885,0.01570077,0.009032493,0.13105361],"study_design_scores_gemma":[0.00043027473,0.0056073708,0.015044955,0.0002308665,0.00016889362,0.0049457275,0.0036351047,0.7760551,0.107649535,0.0047219605,0.08131606,0.00019414803],"about_ca_topic_score_codex":0.0069279484,"about_ca_topic_score_gemma":0.00932249,"teacher_disagreement_score":0.0069279484,"about_ca_system_score_codex":0.0013685151,"about_ca_system_score_gemma":0.0013914568,"threshold_uncertainty_score":0.018527925},"labels":[],"label_agreement":null},{"id":"W2621118673","doi":"10.1071/aj16047","title":"A practical workflow for performance prediction of low permeability reservoirs","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Foothills Medical Centre; Petro-Canada","funders":"","keywords":"Workflow; Computer science; Portfolio; Reservoir engineering; Scale (ratio); Industrial engineering; Operations research; Engineering; Petroleum; Geology; Database","score_opus":0.055486463607303464,"score_gpt":0.3270036001249235,"score_spread":0.27151713651762005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621118673","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":[0.008763097,0.000087547225,0.94334185,0.00027861402,0.00006434449,0.0003860704,0.0031273868,0.039166763,0.0047843284],"genre_scores_gemma":[0.12443617,0.00026673172,0.86151963,0.00010768101,0.00003601063,0.00080608093,0.0062344023,0.0022967728,0.0042965286],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99776244,0.00040043105,0.00025363232,0.00045407444,0.0009679598,0.00016153694],"domain_scores_gemma":[0.9939169,0.002102077,0.00042518092,0.0010099263,0.0022858342,0.00026000183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038696537,0.002353019,0.0012694853,0.002254538,0.0011939723,0.003340371,0.002090193,0.0014818473,0.015210647],"category_scores_gemma":[0.013150386,0.0010620696,0.0015358954,0.0014876081,0.0005313293,0.0016241233,0.0019878708,0.0016338823,0.007945279],"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":[0.0005004146,0.00025599205,0.0099879885,0.0005717612,0.000080307895,0.0008991356,0.0012500619,0.4478248,0.023442006,0.0165167,0.040243737,0.4584272],"study_design_scores_gemma":[0.00007025671,0.000113355236,0.0022286533,0.00012421767,0.000019407244,0.00018594362,0.00023386879,0.9240288,0.020512266,0.01894963,0.033405993,0.00012768047],"about_ca_topic_score_codex":0.012359606,"about_ca_topic_score_gemma":0.008968036,"teacher_disagreement_score":0.015210647,"about_ca_system_score_codex":0.0016563358,"about_ca_system_score_gemma":0.0040724813,"threshold_uncertainty_score":0.050884724},"labels":[],"label_agreement":null},{"id":"W2621368392","doi":"10.1071/aj16216","title":"Reservoir to market: generating project value by coupling surface facilities with reservoir data in integrated asset modelling","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Intecsea (Canada)","funders":"","keywords":"Brownfield; Asset (computer security); Upstream (networking); Field (mathematics); Systems engineering; Computer science; Business; Engineering; Civil engineering; Redevelopment","score_opus":0.07727452339158929,"score_gpt":0.32089453278557806,"score_spread":0.24362000939398876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621368392","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":[0.13077661,0.00011712451,0.8573002,0.00045589168,0.00004855988,0.000103580875,0.0006894064,0.00076069176,0.009747892],"genre_scores_gemma":[0.8690213,0.00008519023,0.12887248,0.000045362656,0.000018578203,0.00013982,0.00036505633,0.00024502014,0.0012071499],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99934655,0.0003488797,0.000025524374,0.00007744711,0.00014587335,0.000055752378],"domain_scores_gemma":[0.9976803,0.0016311505,0.00015392377,0.00020840947,0.00025269474,0.00007342666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002216894,0.0005791804,0.0006217776,0.00126909,0.00030322856,0.0015503368,0.00120068,0.0010049231,0.0034503527],"category_scores_gemma":[0.008860494,0.000589706,0.0006093668,0.0018058126,0.00058896065,0.002013998,0.0013352501,0.00089589,0.00030828014],"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":[0.000022381477,0.000023077257,0.0009584227,0.0000142393055,0.00001462894,0.00002251659,0.00002775148,0.9812687,0.00015919481,0.008459228,0.00027991296,0.008749956],"study_design_scores_gemma":[0.000003172735,0.000006584758,0.00006859826,0.0000025255142,0.0000020233958,0.0000025481393,0.0000042225365,0.99648416,0.00009801297,0.003146957,0.00017827601,0.0000028413265],"about_ca_topic_score_codex":0.0097340355,"about_ca_topic_score_gemma":0.0090746125,"teacher_disagreement_score":0.0097340355,"about_ca_system_score_codex":0.0009677292,"about_ca_system_score_gemma":0.0010997149,"threshold_uncertainty_score":0.01935476},"labels":[],"label_agreement":null},{"id":"W2745415460","doi":"10.1071/aj13055","title":"Integration of exploration, drilling and installation activities given regulatory challenges","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","field":"Engineering","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":"Apache (Canada)","funders":"","keywords":"Schedule; Task (project management); Work (physics); Key (lock); Drilling; Process management; Plan (archaeology); Risk analysis (engineering); Business; Engineering management; Engineering; Construction engineering; Computer science; Systems engineering; Computer security","score_opus":0.01716895794932902,"score_gpt":0.19844617980994153,"score_spread":0.18127722186061251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745415460","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":[0.3431552,0.0023469946,0.41125903,0.0085663395,0.0014504555,0.0025286817,0.00049073726,0.0015300633,0.22867247],"genre_scores_gemma":[0.74906564,0.0017492122,0.2072721,0.00054234755,0.00020367226,0.00089737755,0.0005170854,0.0004153836,0.039337147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98780954,0.0035370698,0.0012148357,0.0014368779,0.0047736033,0.0012280139],"domain_scores_gemma":[0.9882257,0.0023686003,0.001885806,0.001841417,0.004314167,0.001364328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008949608,0.0005607623,0.0004506615,0.0016346633,0.0019673372,0.005918123,0.0015912569,0.0010155196,0.0039216946],"category_scores_gemma":[0.013218829,0.0006692822,0.00045080908,0.0017901413,0.0014937638,0.0033937967,0.004362823,0.00211579,0.0010745642],"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":[0.0003126634,0.0006259978,0.025230853,0.001217976,0.00009502768,0.0009233023,0.016052688,0.034842078,0.019541478,0.07487231,0.008142564,0.81814307],"study_design_scores_gemma":[0.000098265045,0.0023376506,0.099606186,0.0013231402,0.00018767676,0.0017232466,0.0441116,0.036343116,0.017126452,0.057253283,0.7395865,0.00030282114],"about_ca_topic_score_codex":0.011264003,"about_ca_topic_score_gemma":0.020210277,"teacher_disagreement_score":0.011264003,"about_ca_system_score_codex":0.0038109983,"about_ca_system_score_gemma":0.01853202,"threshold_uncertainty_score":0.047330618},"labels":[],"label_agreement":null},{"id":"W2745438039","doi":"10.1071/aj11092","title":"Analysis of predictive performance in the Eromanga Basin","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Petro-Canada","funders":"","keywords":"Probabilistic logic; Computer science; Optimism; Data science; Predictive modelling; Transparency (behavior); Risk analysis (engineering); Big data; Operations research; Data mining; Machine learning; Artificial intelligence; Engineering; Psychology; Business","score_opus":0.017606917035352904,"score_gpt":0.2592655334865552,"score_spread":0.24165861645120226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745438039","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":[0.9945188,0.00013260519,0.0013375317,0.00020219531,0.0000068948852,0.000015649413,0.0008165079,0.000104333645,0.0028654456],"genre_scores_gemma":[0.9971455,0.000110508525,0.0012144553,0.000007749465,0.0000033492538,0.0000141176515,0.0010123097,0.000022314938,0.0004697369],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999471,0.00015235199,0.000049243954,0.00009713624,0.00013909003,0.00009124567],"domain_scores_gemma":[0.9984875,0.00086871115,0.00012920114,0.00013250962,0.00031010306,0.00007203455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013897801,0.0005827139,0.0008637111,0.0012292735,0.00053872686,0.0015025702,0.00069139886,0.0008213741,0.0014634341],"category_scores_gemma":[0.004628901,0.00029717403,0.00063596724,0.0024649724,0.0008455669,0.0010292674,0.0009935029,0.0007334621,0.00025019632],"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":[0.00040256412,0.000114165,0.09726202,0.00013949715,0.00017383067,0.0005290258,0.0004317015,0.87338746,0.0017459295,0.002149996,0.0010311137,0.022632679],"study_design_scores_gemma":[0.00004152233,0.00016535647,0.13461742,0.00008240197,0.000055970562,0.00012255913,0.0010467098,0.8567618,0.0025447218,0.0022424378,0.0022394278,0.00007963886],"about_ca_topic_score_codex":0.08627859,"about_ca_topic_score_gemma":0.061741535,"teacher_disagreement_score":0.08627859,"about_ca_system_score_codex":0.001430192,"about_ca_system_score_gemma":0.0014523767,"threshold_uncertainty_score":0.17155278},"labels":[],"label_agreement":null},{"id":"W2745477029","doi":"10.1071/aj14020","title":"Chemical dispersants within an environment plan and oil pollution emergency plan: practically applying a risk-based approach","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","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":"ARC Resources (Canada)","funders":"","keywords":"Context (archaeology); Contingency plan; Work (physics); Process (computing); Risk analysis (engineering); Hazard; Plan (archaeology); Environmental pollution; Environmental planning; Business; Environmental resource management; Engineering; Environmental science; Computer science; Environmental protection; Computer security","score_opus":0.030630418649436494,"score_gpt":0.23350304813535394,"score_spread":0.20287262948591744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745477029","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":[0.030011369,0.00064350385,0.86019856,0.012566368,0.00013923636,0.0029579548,0.00033544717,0.0011349547,0.09201261],"genre_scores_gemma":[0.16973822,0.0007238859,0.82307446,0.0003565928,0.000029096691,0.0006222906,0.00022816673,0.00010991118,0.0051174834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98521346,0.009823297,0.00076492823,0.00084887573,0.0027212861,0.0006281528],"domain_scores_gemma":[0.98366195,0.01092499,0.0012347564,0.00131032,0.0021172767,0.00075066736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018434651,0.001517687,0.000597209,0.004634291,0.0034277888,0.0109565025,0.0033456087,0.002620014,0.0075563826],"category_scores_gemma":[0.020841485,0.0010334074,0.0009711753,0.0024061196,0.005366767,0.008053561,0.0070634307,0.0031580536,0.0011565655],"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":[0.00014112922,0.001128191,0.0062879017,0.0011304998,0.00012238308,0.0014921572,0.021923028,0.11662127,0.0042414954,0.45545897,0.009886807,0.3815662],"study_design_scores_gemma":[0.00018856309,0.0009513135,0.006775865,0.0024289975,0.00020578661,0.0011388654,0.059599902,0.20628157,0.008518054,0.41841158,0.29514238,0.00035710473],"about_ca_topic_score_codex":0.013386362,"about_ca_topic_score_gemma":0.019942634,"teacher_disagreement_score":0.018434651,"about_ca_system_score_codex":0.007951497,"about_ca_system_score_gemma":0.016380252,"threshold_uncertainty_score":0.09749293},"labels":[],"label_agreement":null},{"id":"W2745707591","doi":"10.1071/aj08037","title":"Rigless well intervention and trees on wire from a DPII vessel: a case study*","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","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":"International Submarine Engineering (Canada)","funders":"","keywords":"Subsea; Schedule; Economic shortage; Software deployment; Work (physics); Engineering; Drill; Operations management; Marine engineering; Risk analysis (engineering); Computer science; Business; Mechanical engineering","score_opus":0.00864249752030561,"score_gpt":0.21918505698649923,"score_spread":0.21054255946619363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745707591","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":[0.9623465,0.0008514747,0.005249752,0.0043088915,0.00014463568,0.00020874148,0.000117701406,0.000053994885,0.026718315],"genre_scores_gemma":[0.9679175,0.0014835908,0.006480021,0.0010918383,0.000091911286,0.00007407279,0.00010669035,0.000084698884,0.022669625],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9988996,0.00040312696,0.000053084244,0.000112690796,0.00024520032,0.00028633702],"domain_scores_gemma":[0.9988225,0.00039091232,0.00017562241,0.000044807908,0.00009390793,0.00047214606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087950606,0.00066795107,0.00041699287,0.00077899115,0.0060358364,0.0023014995,0.001739231,0.004153336,0.007050143],"category_scores_gemma":[0.0027526896,0.00041963792,0.0005630315,0.00093079265,0.0015248429,0.0016249215,0.0017066834,0.00320405,0.0011616412],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026266996,0.0024747849,0.035185948,0.0006256341,0.00005444861,0.8042827,0.07038153,0.003168395,0.0035757262,0.018295435,0.014092444,0.047600243],"study_design_scores_gemma":[0.000044043296,0.0022572791,0.050701804,0.0012587906,0.00008953875,0.4865572,0.32235223,0.01006577,0.0043193316,0.008259299,0.11389758,0.00019714491],"about_ca_topic_score_codex":0.008360739,"about_ca_topic_score_gemma":0.033821948,"teacher_disagreement_score":0.008360739,"about_ca_system_score_codex":0.002627782,"about_ca_system_score_gemma":0.0017849366,"threshold_uncertainty_score":0.02358514},"labels":[],"label_agreement":null},{"id":"W2745831300","doi":"10.1071/aj07062","title":"Geochemistry Monitoring of CO2 storage at the CO2CRC Otway Project, Victoria*","year":2008,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Medical Council of Canada","funders":"","keywords":"Geology; Geochemistry; Mining engineering","score_opus":0.02470180482360026,"score_gpt":0.26229261348785177,"score_spread":0.2375908086642515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745831300","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":[0.9901973,0.00013540509,0.0006373393,0.00011235158,0.0000074398336,0.00005654114,0.0011476398,0.000033852953,0.007672004],"genre_scores_gemma":[0.9932453,0.00008089663,0.0008966442,0.000027182828,0.0000028343097,0.000020497671,0.000508276,0.000016041908,0.005202419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994605,0.000033767206,0.000014346861,0.000115306386,0.00028584912,0.00009028183],"domain_scores_gemma":[0.9991617,0.000024118817,0.00007160953,0.000024810402,0.00062160194,0.000096113254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030973018,0.00023088638,0.0002473911,0.00062951015,0.0020438537,0.0008532107,0.00068793964,0.00054255483,0.0007351744],"category_scores_gemma":[0.00058529666,0.00019424445,0.00015235708,0.0011136157,0.00030496315,0.00041149138,0.00061964284,0.00048407647,0.0002669053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012417191,0.0003359829,0.6545289,0.00033022993,0.0001264175,0.0011314169,0.004743555,0.00592319,0.21296875,0.0013025136,0.0071221325,0.110245176],"study_design_scores_gemma":[0.000026735292,0.00031993928,0.9371427,0.00003963285,0.000043164728,0.0002599599,0.0022812854,0.009563099,0.03251313,0.00021648764,0.017556014,0.000038004928],"about_ca_topic_score_codex":0.6695664,"about_ca_topic_score_gemma":0.8657655,"teacher_disagreement_score":0.6695664,"about_ca_system_score_codex":0.003923893,"about_ca_system_score_gemma":0.004487494,"threshold_uncertainty_score":0.66475916},"labels":[],"label_agreement":null},{"id":"W2745838298","doi":"10.1071/aj15052","title":"Evaluating potential coal seam gas impacts to the Condamine Alluvium: an example of successful community involvement","year":2016,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Coal Properties and Utilization","field":"Engineering","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":"Klohn Crippen Berger (Canada)","funders":"","keywords":"Alluvium; Aquifer; Geology; Groundwater; Alluvial plain; Drilling; Coal mining; Hydrogeology; Coal; Mining engineering; Hydrology (agriculture); Geotechnical engineering; Archaeology; Engineering; Geomorphology; Geography; Paleontology","score_opus":0.09280847255849373,"score_gpt":0.2988281420052571,"score_spread":0.20601966944676336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745838298","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":[0.99058855,0.000037396054,0.00053730665,0.00018782348,0.0000031674558,0.00020486492,0.00006291652,0.00001779272,0.008360134],"genre_scores_gemma":[0.99562967,0.00006861014,0.0018381455,0.00003556909,0.0000017522752,0.00004293116,0.0000464697,0.0000058478786,0.0023309055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979134,0.0011247506,0.00003869154,0.0001495754,0.00039707404,0.00037654064],"domain_scores_gemma":[0.9966762,0.0013997564,0.00024419016,0.00018680298,0.0009702475,0.00052279147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038177695,0.0002636447,0.0002155072,0.00062406744,0.0022479915,0.0018744324,0.0007864446,0.000733468,0.002961022],"category_scores_gemma":[0.00479924,0.00014325058,0.00023029144,0.0006737078,0.00088122825,0.0007957148,0.0021576304,0.00040629198,0.0002385392],"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":[0.00173293,0.0042460333,0.5212271,0.00076203444,0.00015657755,0.012593622,0.12336967,0.006267242,0.028705686,0.0057499083,0.00319656,0.29199257],"study_design_scores_gemma":[0.00022815334,0.0073770904,0.5571963,0.00039062076,0.0002043689,0.002048001,0.35547388,0.016809896,0.01771763,0.003813467,0.038589388,0.00015125002],"about_ca_topic_score_codex":0.061407484,"about_ca_topic_score_gemma":0.156462,"teacher_disagreement_score":0.061407484,"about_ca_system_score_codex":0.0027206126,"about_ca_system_score_gemma":0.0040646154,"threshold_uncertainty_score":0.122100115},"labels":[],"label_agreement":null},{"id":"W2745910590","doi":"10.1071/aj16270","title":"LNG exports from the US—what role will the new Administration play?","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy Security and Policy","field":"Energy","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":"Tellabs (Canada)","funders":"","keywords":"Administration (probate law); Business; International trade; Political science; Law","score_opus":0.01583315817366829,"score_gpt":0.2599866641046223,"score_spread":0.244153505930954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745910590","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010573672,0.016842062,0.00039875307,0.8893411,0.009281089,0.000017224358,0.0007593617,0.00017949152,0.07260723],"genre_scores_gemma":[0.30147716,0.10098729,0.0026427924,0.35989588,0.018602645,0.00012310396,0.002662912,0.0004389133,0.21316934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989976,0.0002055908,0.000039174913,0.000111499576,0.00029150344,0.00035462723],"domain_scores_gemma":[0.99584657,0.0005815627,0.00031957836,0.00015740845,0.0011835994,0.001911356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003549396,0.00064119144,0.00044460982,0.00089125754,0.0022704827,0.012137646,0.0010021109,0.0050084186,0.03953866],"category_scores_gemma":[0.005940954,0.00021223779,0.00064552744,0.0012962822,0.0027514622,0.012868859,0.0020132784,0.0046965843,0.008397697],"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":[0.00020394065,0.00019121708,0.009924948,0.00038461352,0.00002214833,0.00029160877,0.0006245478,0.00023580574,0.00038659602,0.08990632,0.6861224,0.21170583],"study_design_scores_gemma":[0.000019084153,0.000066609544,0.008108156,0.0010028343,0.000014413281,0.00014657897,0.0026725202,0.00021250267,0.0002563506,0.012218909,0.97525114,0.000030851224],"about_ca_topic_score_codex":0.02778884,"about_ca_topic_score_gemma":0.030111212,"teacher_disagreement_score":0.03953866,"about_ca_system_score_codex":0.005590519,"about_ca_system_score_gemma":0.011984315,"threshold_uncertainty_score":0.13226998},"labels":[],"label_agreement":null},{"id":"W2745951330","doi":"10.1071/aj11083","title":"Using social media to navigate land access issues","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Mining and Resource Management","field":"Engineering","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":"Bruyère","funders":"","keywords":"Outrage; Influencer marketing; Social media; Public relations; Active listening; Perception; Key (lock); Political science; Internet privacy; Sociology; Business; Psychology; Computer science; Marketing; Computer security; Politics; Law","score_opus":0.06842929583698193,"score_gpt":0.3193450141010745,"score_spread":0.2509157182640926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745951330","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":[0.43197227,0.002348635,0.08547331,0.033069935,0.00066599454,0.0005189774,0.000282773,0.00071824284,0.44494992],"genre_scores_gemma":[0.9647909,0.0010543982,0.016052503,0.0006798837,0.00031872286,0.00020352172,0.00010045026,0.000079582824,0.01671994],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99637777,0.0025140434,0.00010946637,0.00019848847,0.00053639954,0.00026378263],"domain_scores_gemma":[0.9883873,0.009096432,0.0009549616,0.00054432155,0.00046934639,0.0005476571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039929817,0.0006404079,0.00026254827,0.004012353,0.0053143674,0.010380611,0.0010701831,0.0026631828,0.0066575725],"category_scores_gemma":[0.008581971,0.000364213,0.0004157198,0.0019030247,0.0045839227,0.012087852,0.007205571,0.0018113469,0.0011679166],"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":[0.00021002952,0.00077808526,0.034316663,0.0007214535,0.00015323811,0.0036236572,0.3166283,0.0027346073,0.0090228105,0.1979888,0.024177987,0.40964425],"study_design_scores_gemma":[0.0000719707,0.00038252873,0.013604547,0.00081393315,0.00010098576,0.0012768371,0.28219545,0.014104948,0.0051923506,0.15532008,0.5267881,0.00014823729],"about_ca_topic_score_codex":0.0020151052,"about_ca_topic_score_gemma":0.0039955424,"teacher_disagreement_score":0.010380611,"about_ca_system_score_codex":0.0011097065,"about_ca_system_score_gemma":0.0010912773,"threshold_uncertainty_score":0.022271812},"labels":[],"label_agreement":null},{"id":"W2746054221","doi":"10.1071/aj14057","title":"Setting up for success for mobilisation to major hazard facilities—a contractor’s perspective","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"AUG Signals (Canada)","funders":"","keywords":"Facility management; Business; Process (computing); Process management; Best practice; Operations management; Hazard; Safety culture; Risk analysis (engineering); Knowledge management; Engineering; Computer science; Marketing; Management","score_opus":0.17571483732827348,"score_gpt":0.514470774830836,"score_spread":0.33875593750256255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746054221","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":[0.17239577,0.009064489,0.01529596,0.55842197,0.0022227608,0.0004739389,0.00016544436,0.00015827677,0.24180146],"genre_scores_gemma":[0.92853594,0.009664203,0.007323549,0.021294547,0.0005414472,0.00030047997,0.00011492213,0.00010964923,0.032115165],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9676099,0.01766581,0.0010646067,0.0011419096,0.005018036,0.0074997223],"domain_scores_gemma":[0.9667344,0.009845875,0.0020553223,0.0007868328,0.0066128117,0.013964734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037112355,0.0005644162,0.00053455756,0.0020264015,0.019306371,0.021545233,0.0038447855,0.0074064382,0.014039112],"category_scores_gemma":[0.023945814,0.0005419555,0.0006567417,0.002017529,0.018777637,0.011490035,0.014636486,0.009340355,0.0026302114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103910286,0.00090371637,0.01745139,0.001490429,0.000050789346,0.0032819977,0.42340735,0.0007948095,0.0013980184,0.33184493,0.10029761,0.118975036],"study_design_scores_gemma":[0.000014843411,0.00046012184,0.007399717,0.0017208317,0.000012871655,0.0011018781,0.7430745,0.00038343706,0.00051220565,0.018788625,0.2264424,0.00008861188],"about_ca_topic_score_codex":0.032918368,"about_ca_topic_score_gemma":0.03650585,"teacher_disagreement_score":0.037112355,"about_ca_system_score_codex":0.014033181,"about_ca_system_score_gemma":0.053544194,"threshold_uncertainty_score":0.19627124},"labels":[],"label_agreement":null},{"id":"W2746142880","doi":"10.1071/aj09047","title":"Planning and optimisation of large, complex, low pressure gas and water gathering systems*","year":2010,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","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":"Nova Scotia Department of Energy; Calgary Laboratory Services; Alberta Energy; Western Forest Products; Canadian Forest Service","funders":"","keywords":"Petroleum engineering; Engineering; Gas compressor; Environmental science; Coal; Process engineering; Waste management; Mechanical engineering","score_opus":0.007869468454693914,"score_gpt":0.21762045161582763,"score_spread":0.20975098316113372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746142880","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":[0.38992357,0.001167509,0.55131876,0.0014786267,0.000083493025,0.0013449666,0.0012137156,0.0012984544,0.05217098],"genre_scores_gemma":[0.90562415,0.0003642526,0.08666389,0.00007979492,0.00001507759,0.00051907526,0.0004978952,0.00012339847,0.0061124377],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935395,0.00024568904,0.000024070096,0.00011232265,0.000105110405,0.0001589269],"domain_scores_gemma":[0.9974251,0.0019998061,0.00018107286,0.000054879274,0.00017419619,0.00016492879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00115928,0.0011703199,0.0008980698,0.00066837395,0.00073133537,0.0020235057,0.0011359996,0.0016723776,0.005838884],"category_scores_gemma":[0.0031909326,0.0010580774,0.0006952215,0.0007921076,0.0014747229,0.0014064843,0.001121076,0.001259044,0.00042749042],"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":[0.000018222525,0.000012928719,0.00020114741,0.000029729601,0.000004442107,0.00004403268,0.000024273064,0.9954312,0.00020075723,0.00076503033,0.0001377155,0.0031305396],"study_design_scores_gemma":[0.000014440751,0.00005730666,0.0003641603,0.000008867989,0.00000578886,0.000010653417,0.00012976812,0.9962496,0.00028991172,0.0022713412,0.0005907096,0.0000075435546],"about_ca_topic_score_codex":0.022267781,"about_ca_topic_score_gemma":0.021506013,"teacher_disagreement_score":0.022267781,"about_ca_system_score_codex":0.002219469,"about_ca_system_score_gemma":0.0027551148,"threshold_uncertainty_score":0.044276357},"labels":[],"label_agreement":null},{"id":"W2746213838","doi":"10.1071/aj12137","title":"Project Updates Panel Session","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Advanced Data Processing Techniques","field":"Engineering","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":"World Federation of Science Journalists","funders":"","keywords":"Session (web analytics); Computer science; Panel discussion; World Wide Web; Business; Advertising","score_opus":0.025073871077518847,"score_gpt":0.25516348403587996,"score_spread":0.2300896129583611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746213838","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":[0.0022653649,0.0017364683,0.007686042,0.0349749,0.12812941,0.0027845176,0.019644884,0.006480866,0.7962975],"genre_scores_gemma":[0.0046987217,0.00060398836,0.0018151468,0.003054404,0.006934833,0.0006021006,0.0062105814,0.0017448455,0.97433543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709535,0.00045318052,0.00009423918,0.00038420717,0.0015638479,0.00040908082],"domain_scores_gemma":[0.9856845,0.0009649971,0.00035755662,0.0013289023,0.0075865085,0.0040774792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00845207,0.0010298912,0.0007601648,0.0017837714,0.002113725,0.0069378065,0.0018249039,0.0033666221,0.65447164],"category_scores_gemma":[0.012063868,0.0004948753,0.0009901159,0.0011641181,0.00041888873,0.0031152023,0.0037914845,0.0034172565,0.50668067],"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":[0.00004999628,0.000026406558,0.000052028976,0.000039088794,0.000001784539,0.000012835552,0.00001594561,0.000014250324,0.00015916053,0.0005951426,0.9860569,0.012976313],"study_design_scores_gemma":[0.00001606915,0.000037394013,0.00024531627,0.000047284346,0.0000029559312,0.000019708943,0.00004869746,0.000041010226,0.00021670341,0.0004109503,0.99890804,0.0000057829307],"about_ca_topic_score_codex":0.0018707489,"about_ca_topic_score_gemma":0.0041664797,"teacher_disagreement_score":0.65447164,"about_ca_system_score_codex":0.0012903147,"about_ca_system_score_gemma":0.003979173,"threshold_uncertainty_score":0.49285424},"labels":[],"label_agreement":null},{"id":"W2746225379","doi":"10.1071/aj11097","title":"Higher-resolution palynostratigraphy of the Norian-Carnian (Triassic) upper Mungaroo Formation, offshore Carnarvon Basin","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geochemistry and Elemental Analysis","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":"Golder Associates (Canada)","funders":"","keywords":"Paleontology; Geology; Structural basin; Sedimentary depositional environment; Extinction event; Pollen; Transgressive; Ecology","score_opus":0.01271854596549937,"score_gpt":0.1953205928007735,"score_spread":0.18260204683527412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746225379","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":[0.9858155,0.0008431679,0.0005888703,0.000043537813,0.000014867554,0.000020959475,0.0014255474,0.000069853195,0.011177683],"genre_scores_gemma":[0.99626875,0.00023308795,0.00066428416,0.000011954589,0.000004952788,0.000010023502,0.000959723,0.000017214461,0.001829901],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999356,0.000003190186,0.0000045557363,0.000024739564,0.000011265323,0.000020641013],"domain_scores_gemma":[0.99994874,0.000007776315,0.0000125606275,0.000007241199,0.000013774918,0.00000987375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105172214,0.000254036,0.00015257616,0.0014285273,0.00036260838,0.0007606612,0.0003456158,0.00023865202,0.0044126953],"category_scores_gemma":[0.0003057477,0.00016737913,0.00013810111,0.001444381,0.0002803911,0.000318468,0.00068771583,0.00018796313,0.00048423733],"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":[0.00014966303,0.00005205842,0.8115542,0.00031839902,0.00020317771,0.00089571427,0.0068982127,0.0055816644,0.033598095,0.0023154977,0.0020661221,0.13636729],"study_design_scores_gemma":[0.0000036064177,0.000009382461,0.9948913,0.000037654176,0.000020821877,0.00006557098,0.0005067583,0.0006515966,0.00022820287,0.00007058987,0.003509014,0.0000054554143],"about_ca_topic_score_codex":0.209168,"about_ca_topic_score_gemma":0.5105306,"teacher_disagreement_score":0.209168,"about_ca_system_score_codex":0.001003556,"about_ca_system_score_gemma":0.0006426472,"threshold_uncertainty_score":0.41590106},"labels":[],"label_agreement":null},{"id":"W2746371328","doi":"10.1071/aj00051","title":"ALLIANCE COMPETENCE: KEY CAPABILITIES FOR SUCCESS","year":2001,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","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":"Alliance; Competence (human resources); Cognitive reframing; Business; Revenue; Marketing; Industrial organization; Competitive advantage; Public relations; Economics; Political science; Management; Accounting","score_opus":0.01961946551286463,"score_gpt":0.232705468644372,"score_spread":0.21308600313150738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746371328","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":[0.023764847,0.004905257,0.038383022,0.04321991,0.0004951116,0.00048102,0.0002596371,0.00022221328,0.888269],"genre_scores_gemma":[0.92212236,0.0071349787,0.037540205,0.002492443,0.0003211057,0.0007035842,0.00028384544,0.00011494485,0.029286545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98897845,0.0042756586,0.0010061085,0.001047716,0.0029314014,0.0017607248],"domain_scores_gemma":[0.976939,0.0077079213,0.002698082,0.001624107,0.0044391598,0.0065918285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011407579,0.001099429,0.0006500466,0.003894982,0.005528803,0.017750328,0.0012690176,0.0037940862,0.01253801],"category_scores_gemma":[0.022876417,0.0004384498,0.0005588532,0.0027206037,0.014219483,0.015550311,0.015845548,0.0038179546,0.003743976],"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":[0.000019348223,0.00004689736,0.0019216249,0.00034372773,0.000019524687,0.0004135385,0.008411682,0.00051235774,0.0003352538,0.928266,0.01012082,0.049589165],"study_design_scores_gemma":[0.000017598166,0.00009799821,0.0035721045,0.0013739753,0.000022978506,0.000795346,0.017677857,0.00089510833,0.00053489156,0.7154144,0.259516,0.000081788625],"about_ca_topic_score_codex":0.0023843085,"about_ca_topic_score_gemma":0.0019926282,"teacher_disagreement_score":0.017750328,"about_ca_system_score_codex":0.00491292,"about_ca_system_score_gemma":0.01137507,"threshold_uncertainty_score":0.060329795},"labels":[],"label_agreement":null},{"id":"W2746404076","doi":"10.1071/aj15141","title":"Panel discussion: Stakeholder Engagement","year":2016,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","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":"World Federation of Science Journalists","funders":"","keywords":"Chief executive officer; Management; Executive director; Officer; Stakeholder; Panel discussion; Commission; Stakeholder engagement; Plenary session; Political science; Sociology; Library science; Public relations; Business; Law; Computer science; Economics; Advertising","score_opus":0.26660220850863886,"score_gpt":0.26417193587958476,"score_spread":0.0024302726290540977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746404076","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":[0.004995783,0.0014426223,0.0045183506,0.84747374,0.09339378,0.005396233,0.001448241,0.00032129264,0.041009903],"genre_scores_gemma":[0.03621766,0.0015463221,0.005486911,0.74762756,0.029865576,0.025893496,0.0011706012,0.00033214435,0.1518597],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9787071,0.0101034995,0.0009966106,0.0022368035,0.0032940463,0.0046619833],"domain_scores_gemma":[0.95403796,0.019138802,0.0016171203,0.0016965232,0.012586546,0.01092305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.044815864,0.0017519564,0.0013959642,0.0011905726,0.016827628,0.01023916,0.0031554773,0.04303322,0.06901335],"category_scores_gemma":[0.07401213,0.0011951824,0.0022176849,0.0009749709,0.002575782,0.007936308,0.017434085,0.037871927,0.026540589],"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":[0.00028470848,0.00020115479,0.00025502223,0.0003613415,0.000012249288,0.0004143792,0.0051256255,0.00010227722,0.0015128623,0.003675789,0.9748888,0.013165848],"study_design_scores_gemma":[0.00013044602,0.00013731632,0.0009961125,0.00052060507,0.000012154354,0.0000725669,0.010314255,0.00013245159,0.00043724143,0.0045939316,0.98259467,0.000058330832],"about_ca_topic_score_codex":0.0024004197,"about_ca_topic_score_gemma":0.004485486,"teacher_disagreement_score":0.06901335,"about_ca_system_score_codex":0.0061878213,"about_ca_system_score_gemma":0.015083867,"threshold_uncertainty_score":0.23701179},"labels":[],"label_agreement":null},{"id":"W2746486767","doi":"10.1071/aj14075","title":"Subtle oil fields along the Western Flank of the Cooper/Eromanga petroleum system","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","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":"Alberta Energy","funders":"","keywords":"Geology; Petroleum; Drilling; Oil in place; Produced water; Oil field; Paleontology; Residual oil; Petroleum reservoir; Geochemistry; Petroleum engineering; Mining engineering; Engineering","score_opus":0.025413219831800542,"score_gpt":0.19452019688881514,"score_spread":0.1691069770570146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746486767","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":[0.95549285,0.00032669838,0.0005411684,0.00016560555,0.0000143183515,0.00004622435,0.00045609594,0.00005655403,0.042900592],"genre_scores_gemma":[0.983718,0.00018225962,0.0008055434,0.00003901337,0.0000034169607,0.0000143240895,0.00031782305,0.000013162939,0.014906571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998417,0.000010874452,0.000005686674,0.000027148886,0.000054681244,0.000059818733],"domain_scores_gemma":[0.99987257,0.000012294787,0.000034666493,0.000009522664,0.000041850442,0.0000291356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013568228,0.00020589666,0.00014046498,0.0007452474,0.00082703156,0.0006529223,0.00024740334,0.00018431965,0.0037067651],"category_scores_gemma":[0.0002738945,0.00016810223,0.000088647066,0.00083001575,0.000614166,0.00038479283,0.001038046,0.00020105878,0.00050765736],"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":[0.0015511829,0.00034039648,0.5598991,0.0010644017,0.00011544736,0.019447075,0.012441073,0.0063598743,0.09172533,0.017099243,0.014660889,0.2752959],"study_design_scores_gemma":[0.000024805197,0.00035498917,0.8920846,0.00019684988,0.000035151552,0.004141474,0.013611235,0.0026378871,0.00693668,0.00072853256,0.0791821,0.00006565271],"about_ca_topic_score_codex":0.09912724,"about_ca_topic_score_gemma":0.3454033,"teacher_disagreement_score":0.09912724,"about_ca_system_score_codex":0.0012036705,"about_ca_system_score_gemma":0.0020270757,"threshold_uncertainty_score":0.19710052},"labels":[],"label_agreement":null},{"id":"W2746489078","doi":"10.1071/aj07092","title":"Panel discussion: the changing domestic energy outlook—a post-emissions trading context","year":2008,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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":"World Federation of Science Journalists","funders":"","keywords":"Context (archaeology); Emissions trading; Natural resource economics; Panel discussion; Energy (signal processing); Business; Environmental science; Economics; Greenhouse gas; Advertising; Geology; Physics; Oceanography","score_opus":0.13274046389881583,"score_gpt":0.25326604087626625,"score_spread":0.12052557697745042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746489078","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02571218,0.004140969,0.0010667393,0.75210303,0.033859413,0.00023873462,0.020017115,0.00009639691,0.16276544],"genre_scores_gemma":[0.33518863,0.008678527,0.0015892099,0.43124235,0.029320754,0.0008898917,0.0077692377,0.0002610397,0.18506032],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991146,0.00018323307,0.00004825834,0.00019455995,0.0002531903,0.0002061208],"domain_scores_gemma":[0.99648005,0.0017868754,0.00035112872,0.00010935645,0.0009019757,0.0003706279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035187975,0.0005634771,0.0006475013,0.000751136,0.0026030205,0.004830673,0.0013023652,0.014141121,0.030641144],"category_scores_gemma":[0.0058848336,0.00018918814,0.00096910354,0.0024669326,0.0006077196,0.002746859,0.0015174175,0.007760587,0.0034022827],"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":[0.00042284344,0.000037663154,0.00239622,0.00018509977,0.000041586267,0.0007010151,0.0006638717,0.00088346424,0.0006593679,0.02131249,0.9660186,0.006677718],"study_design_scores_gemma":[0.00012428069,0.000096435164,0.019236729,0.00055600127,0.00012741977,0.00019914372,0.0038104255,0.0014274966,0.0018409416,0.014849548,0.9575775,0.00015406666],"about_ca_topic_score_codex":0.018279234,"about_ca_topic_score_gemma":0.027754785,"teacher_disagreement_score":0.030641144,"about_ca_system_score_codex":0.003444814,"about_ca_system_score_gemma":0.0026972382,"threshold_uncertainty_score":0.10250485},"labels":[],"label_agreement":null},{"id":"W2746666429","doi":"10.1071/aj11046","title":"Production of methane from hydrate deposits beneath the Nankai Trough","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Methane Hydrates and Related Phenomena","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":"Submarine pipeline; Petroleum engineering; Methane; Clathrate hydrate; Environmental science; Geology; Oceanography; Hydrate","score_opus":0.014351557610691634,"score_gpt":0.221484279331654,"score_spread":0.20713272172096237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746666429","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":[0.9971091,0.00004983056,0.00040216921,0.000028750688,0.000002434731,0.000022016899,0.00010042625,0.000022801325,0.0022626086],"genre_scores_gemma":[0.9968566,0.000094927396,0.0012293577,0.000008719377,0.0000016481607,0.000014080006,0.00016304574,0.000009654425,0.0016220321],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99985385,0.000009709985,0.0000083162395,0.00003093296,0.00007139685,0.000025762056],"domain_scores_gemma":[0.99989474,0.000014088669,0.000024855848,0.000010472266,0.00003654706,0.00001913679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028407533,0.00027513428,0.00021391183,0.0006685663,0.0006363028,0.0005672794,0.0003982854,0.00022010547,0.0010838639],"category_scores_gemma":[0.0002509711,0.0002150066,0.00018081247,0.0005088239,0.00030917287,0.00030962183,0.00043177433,0.00022519229,0.00015034819],"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":[0.00067441806,0.00012349118,0.21324128,0.0002613042,0.000033655877,0.0039750505,0.0027355591,0.0026621008,0.7351303,0.0003961857,0.0002715604,0.040495053],"study_design_scores_gemma":[0.000054261283,0.00085875037,0.7744559,0.00006127857,0.000057371166,0.00065826066,0.004478401,0.0040230188,0.20965034,0.00017095685,0.005501076,0.00003042398],"about_ca_topic_score_codex":0.020777207,"about_ca_topic_score_gemma":0.058449607,"teacher_disagreement_score":0.020777207,"about_ca_system_score_codex":0.00084956293,"about_ca_system_score_gemma":0.0007483763,"threshold_uncertainty_score":0.041312516},"labels":[],"label_agreement":null},{"id":"W2746710902","doi":"10.1071/aj10055","title":"Balancing environmental, societal and energy production issues*","year":2011,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Drilling and Well Engineering","field":"Engineering","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":"Nautilus Environmental","funders":"","keywords":"Environmentally friendly; Business; Sustainability; Government (linguistics); Production (economics); Environmental economics; Balanced scorecard; Environmental stewardship; Emerging technologies; Environmental impact assessment; Environmental resource management; Environmental planning; Engineering; Environmental science; Marketing; Economics; Computer science","score_opus":0.007962300634976887,"score_gpt":0.1603052406176377,"score_spread":0.15234293998266082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746710902","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":[0.040108502,0.014167113,0.04234407,0.39347976,0.004682467,0.00022057719,0.00025872482,0.00025191787,0.50448686],"genre_scores_gemma":[0.80434215,0.015743762,0.02351771,0.044484466,0.004860915,0.000319692,0.00044211926,0.00028921454,0.10599999],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99359775,0.0020261242,0.00025804865,0.0004954413,0.0023256717,0.001296842],"domain_scores_gemma":[0.9940984,0.0015825893,0.00060345413,0.00036281405,0.0018908825,0.0014619149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009407153,0.00092309667,0.0005800839,0.0017186579,0.0035122274,0.017470496,0.0014908172,0.0050709113,0.01787431],"category_scores_gemma":[0.007935719,0.00030931763,0.00037120702,0.0028019247,0.0033523492,0.01017347,0.009356345,0.00385662,0.0028946938],"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":[0.000082980114,0.0002371613,0.0076762177,0.0008703862,0.00009057091,0.0005821354,0.0018880299,0.0041539907,0.0045451922,0.57594985,0.12870267,0.27522075],"study_design_scores_gemma":[0.000014035821,0.00013537158,0.0076720295,0.00069443765,0.000034988687,0.0004341047,0.012861644,0.0023911227,0.0021486194,0.26244792,0.7111046,0.00006107183],"about_ca_topic_score_codex":0.0016438366,"about_ca_topic_score_gemma":0.0023451007,"teacher_disagreement_score":0.01787431,"about_ca_system_score_codex":0.004609332,"about_ca_system_score_gemma":0.008256107,"threshold_uncertainty_score":0.0597955},"labels":[],"label_agreement":null},{"id":"W2746715565","doi":"10.1071/aj15054","title":"Safety leadership and collaboration in the Queensland natural gas exploration and production industry","year":2016,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Oil and Gas Production Techniques","field":"Engineering","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":"ConocoPhillips (Canada)","funders":"","keywords":"SAFER; Public relations; Business; Sustainability; Production (economics); Feeling; Business case; Marketing; Engineering; Process management; Computer security; Economics; Political science; Computer science","score_opus":0.02443720683534066,"score_gpt":0.2410143515135578,"score_spread":0.21657714467821715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746715565","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":[0.7215055,0.0022810646,0.01209405,0.08952349,0.0015118982,0.00035044135,0.000055333086,0.00022904608,0.17244919],"genre_scores_gemma":[0.9583838,0.00074545055,0.0020621924,0.0024850722,0.000110928944,0.00007791224,0.000022756616,0.000053908512,0.036057986],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.98838764,0.005780276,0.00014561854,0.00066027645,0.0021286276,0.0028975604],"domain_scores_gemma":[0.98472136,0.0040104114,0.0011879613,0.00036784713,0.002025359,0.007686993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007905055,0.00030823165,0.0002289328,0.0012036557,0.02950333,0.0063005774,0.0015737714,0.0028578287,0.016656289],"category_scores_gemma":[0.008028606,0.00046430307,0.00036096477,0.0010861342,0.012751832,0.0039430503,0.013695068,0.0041925255,0.0012225739],"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":[0.00011417456,0.0006107167,0.012799841,0.00043044754,0.000024536817,0.0073852665,0.7915539,0.0011626574,0.003038323,0.070075154,0.0378854,0.074919656],"study_design_scores_gemma":[0.000038120183,0.0006704458,0.015405848,0.0003995546,0.0000141720875,0.0017101063,0.48934275,0.0012636704,0.0007263742,0.0137050785,0.4766477,0.00007626004],"about_ca_topic_score_codex":0.05072386,"about_ca_topic_score_gemma":0.09283017,"teacher_disagreement_score":0.05072386,"about_ca_system_score_codex":0.014175618,"about_ca_system_score_gemma":0.03290977,"threshold_uncertainty_score":0.10285175},"labels":[],"label_agreement":null},{"id":"W2746742790","doi":"10.1071/aj14071","title":"Safeguarding the future","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Mining and Resource Management","field":"Engineering","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 Energy","funders":"","keywords":"Safeguarding; Government (linguistics); Agriculture; Business; Environmental resource management; Political science; Environmental planning; Public relations; Engineering; Economics; Geography","score_opus":0.013110967336212882,"score_gpt":0.1972635110361896,"score_spread":0.18415254369997672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746742790","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056720015,0.015767517,0.014379435,0.12557654,0.0023620315,0.000076059856,0.00014813722,0.0002178442,0.7847525],"genre_scores_gemma":[0.68532676,0.012447561,0.009676571,0.013901013,0.00059204316,0.00008040026,0.00015174475,0.0001677169,0.27765608],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985678,0.00038370455,0.000039414397,0.00016374032,0.0004585082,0.00038677355],"domain_scores_gemma":[0.9986045,0.0001855365,0.00012373042,0.00016958165,0.0003300283,0.00058678247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023209145,0.0003882452,0.00025706674,0.0005541248,0.0052681686,0.005902476,0.00071984535,0.0020676316,0.018997325],"category_scores_gemma":[0.0027319018,0.00020578636,0.00027998773,0.00033098317,0.006974534,0.00638737,0.006717766,0.002934617,0.003687662],"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":[0.000047211972,0.00006935755,0.0032162338,0.0003330604,0.00002423386,0.00077872846,0.03672332,0.0013920252,0.0034501452,0.6954321,0.10855785,0.1499757],"study_design_scores_gemma":[0.0000018498881,0.000037845643,0.001707418,0.00027622253,0.0000040553746,0.00017303854,0.0076550213,0.0003304521,0.00037132742,0.06651082,0.9229164,0.000015537893],"about_ca_topic_score_codex":0.015744343,"about_ca_topic_score_gemma":0.033658456,"teacher_disagreement_score":0.018997325,"about_ca_system_score_codex":0.0039266394,"about_ca_system_score_gemma":0.010170834,"threshold_uncertainty_score":0.06355232},"labels":[],"label_agreement":null},{"id":"W2746896288","doi":"10.1071/aj11076","title":"The Nappamerri Trough, Cooper Basin unconventional plays: proving a hypothesis","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","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":"Alberta Energy","funders":"","keywords":"Geology; Trough (economics); Permian; Oil shale; Drilling; Overpressure; Unconventional oil; Coal measures; Geochemistry; Source rock; Tight gas; Caprock; Structural basin; Petrology; Paleontology; Hydraulic fracturing","score_opus":0.013530763934638942,"score_gpt":0.2077888312097653,"score_spread":0.19425806727512634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746896288","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":[0.92970777,0.0010598438,0.002291696,0.0035645692,0.00009422379,0.00007622358,0.00049181294,0.000030487034,0.06268349],"genre_scores_gemma":[0.99401915,0.00038093815,0.0013563216,0.00029606302,0.000039232993,0.000032283013,0.0003022679,0.000006236577,0.0035675117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941444,0.00009427019,0.000018348264,0.00022876864,0.00008256361,0.00016156663],"domain_scores_gemma":[0.9981598,0.0005197216,0.00042300648,0.00014611534,0.00036302404,0.00038833733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009888032,0.00047555772,0.00026844317,0.0013545512,0.0016426297,0.0022867173,0.001706612,0.001411937,0.010376233],"category_scores_gemma":[0.0021255163,0.0003110242,0.00039801348,0.0010020273,0.0067038,0.0043338924,0.0020770025,0.00068230485,0.0010316559],"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":[0.0017903986,0.00073568954,0.71462446,0.0005929002,0.00014597812,0.0055296696,0.028664386,0.0009548637,0.013522077,0.16044912,0.0049537774,0.06803673],"study_design_scores_gemma":[0.00013108454,0.001103983,0.80616575,0.0004496992,0.00010823662,0.0023166412,0.119170986,0.0037705,0.0043324595,0.032165762,0.030194663,0.00009028419],"about_ca_topic_score_codex":0.03678608,"about_ca_topic_score_gemma":0.03430534,"teacher_disagreement_score":0.03678608,"about_ca_system_score_codex":0.0019862102,"about_ca_system_score_gemma":0.0018273299,"threshold_uncertainty_score":0.0731439},"labels":[],"label_agreement":null},{"id":"W2746937222","doi":"10.1071/aj13115","title":"Project integrated LNG offloading availability assessment for FLNG","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","field":"Engineering","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":"Intecsea (Canada)","funders":"","keywords":"Downtime; Probabilistic logic; Process (computing); Heuristic; Computer science; Key (lock); Liquefied natural gas; Reliability engineering; Operations research; Engineering; Waste management; Computer security","score_opus":0.012288169661544772,"score_gpt":0.25121571713743,"score_spread":0.23892754747588524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746937222","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":[0.4373021,0.00043580343,0.4808654,0.00033291685,0.00015228735,0.0016220409,0.005583761,0.00452974,0.069176026],"genre_scores_gemma":[0.9083639,0.0001248094,0.07573828,0.00004582203,0.000011170256,0.000385817,0.0035633608,0.00020946219,0.011557386],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989512,0.00016718403,0.000031094325,0.0001161636,0.00059748447,0.00013689636],"domain_scores_gemma":[0.99883753,0.00021991036,0.00010225826,0.00014262726,0.0006229959,0.000074714204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001865188,0.0008216118,0.0004706494,0.0014678849,0.00046283318,0.0014886552,0.00087956677,0.00068426004,0.007022488],"category_scores_gemma":[0.0023579528,0.0002430006,0.00056608196,0.0008349626,0.00032717732,0.0011508008,0.0013735187,0.0005132393,0.000932728],"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":[0.00090593303,0.0002786756,0.018789718,0.00035406242,0.00010726355,0.0004484266,0.00022965945,0.7231279,0.028481252,0.006142645,0.004901271,0.2162332],"study_design_scores_gemma":[0.000044411256,0.00085049524,0.014615742,0.00011788193,0.000050018138,0.00014534628,0.0003604909,0.9301436,0.03522367,0.0041760164,0.014193879,0.00007848047],"about_ca_topic_score_codex":0.012661569,"about_ca_topic_score_gemma":0.017404387,"teacher_disagreement_score":0.012661569,"about_ca_system_score_codex":0.0021589499,"about_ca_system_score_gemma":0.0016315278,"threshold_uncertainty_score":0.02517575},"labels":[],"label_agreement":null},{"id":"W2747109677","doi":"10.1071/aj11123","title":"Female workforce participation in the Australian oil and gas industry—a global comparison","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Mining and Resource Management","field":"Engineering","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":"Workforce; Norwegian; Petroleum industry; Economic shortage; Government (linguistics); Business; Resource (disambiguation); Human resources; Economic growth; Economics; Management; Engineering","score_opus":0.05295408611144594,"score_gpt":0.30684715001131185,"score_spread":0.25389306389986593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747109677","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":[0.98811716,0.0015418713,0.00009214875,0.0007768258,0.000057454698,0.000024985056,0.00024875824,0.000003275639,0.009137481],"genre_scores_gemma":[0.9933937,0.0018569657,0.00006849498,0.00024026934,0.00003920793,0.00003080267,0.00021138319,0.0000054389084,0.004153797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999027,0.00020029578,0.000052056697,0.00010187901,0.00027700904,0.0003417136],"domain_scores_gemma":[0.9987846,0.00013838292,0.00027368453,0.000037686375,0.00027543312,0.0004902125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012683572,0.00025459222,0.00031210895,0.002613698,0.0014089564,0.001156267,0.00054980716,0.00069859583,0.006181318],"category_scores_gemma":[0.0017368069,0.00015537522,0.0003369968,0.0024121753,0.0006811961,0.0010528815,0.0022692862,0.0005124405,0.00085174537],"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":[0.00040149674,0.0002008085,0.8393712,0.0004896001,0.000074138836,0.0013563826,0.06876163,0.00012089053,0.0013500609,0.002086369,0.0032768024,0.0825106],"study_design_scores_gemma":[0.0000045333572,0.00020406491,0.9696279,0.00008314589,0.000011712713,0.00046516594,0.020213874,0.000071945105,0.00005992504,0.0001274887,0.009120736,0.000009457398],"about_ca_topic_score_codex":0.036680847,"about_ca_topic_score_gemma":0.07048092,"teacher_disagreement_score":0.036680847,"about_ca_system_score_codex":0.0010864085,"about_ca_system_score_gemma":0.0011984531,"threshold_uncertainty_score":0.07293469},"labels":[],"label_agreement":null},{"id":"W2747151459","doi":"10.1071/aj13072","title":"Balancing the people equation—how enhanced collaboration can help solve labour challenges in the LNG industry","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Workforce; Productivity; Business; Commodity; Sustainability; Flexibility (engineering); Compensation (psychology); Economic shortage; Industrial organization; Labour economics; Economics; Finance; Economic growth","score_opus":0.029344391809778665,"score_gpt":0.2756000722473391,"score_spread":0.24625568043756046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747151459","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":[0.096061744,0.012092155,0.038088463,0.4600769,0.0043998496,0.00038039358,0.00015690262,0.00036257104,0.38838097],"genre_scores_gemma":[0.8582201,0.012721064,0.026575547,0.030135106,0.0011525071,0.00048236654,0.00012890167,0.00022359382,0.07036078],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9833893,0.010633733,0.00037082683,0.0008244785,0.0020889936,0.0026926391],"domain_scores_gemma":[0.98576766,0.006242012,0.0008837601,0.0007161062,0.0013902856,0.005000095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0174485,0.00068239524,0.00058851735,0.0019338819,0.017441455,0.01992343,0.0025003536,0.006028777,0.021784993],"category_scores_gemma":[0.017454468,0.00040841592,0.0011074761,0.0018227743,0.0106663555,0.020131309,0.021504404,0.005362032,0.0033337066],"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":[0.00016236554,0.0006831902,0.01800985,0.0016342956,0.00017221036,0.001710065,0.22700217,0.0011962225,0.0009257201,0.3214216,0.09508161,0.33200073],"study_design_scores_gemma":[0.000078583405,0.00034549768,0.0055303676,0.0019684138,0.00008710742,0.0005353917,0.22119413,0.0011364484,0.0006781776,0.20828803,0.56006145,0.00009641986],"about_ca_topic_score_codex":0.01977454,"about_ca_topic_score_gemma":0.034701433,"teacher_disagreement_score":0.021784993,"about_ca_system_score_codex":0.008991444,"about_ca_system_score_gemma":0.028166559,"threshold_uncertainty_score":0.09227759},"labels":[],"label_agreement":null},{"id":"W2747293851","doi":"10.1071/aj10144","title":"Project updates—Devil Creek Development Project","year":2011,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Fish Ecology and Management Studies","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":"Apache (Canada)","funders":"","keywords":"Geology; Project management; Development (topology); Construction engineering; Engineering; Systems engineering","score_opus":0.04778212436511056,"score_gpt":0.23803394677319273,"score_spread":0.19025182240808217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747293851","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":[0.012456208,0.0016425557,0.009692711,0.020929817,0.008696178,0.0039835903,0.18982382,0.0071357735,0.7456394],"genre_scores_gemma":[0.027160436,0.0013222161,0.016606836,0.001414945,0.00045173086,0.0014968625,0.10048334,0.0019280809,0.8491356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966839,0.0007491478,0.00020662935,0.0002680286,0.0018113332,0.00028095828],"domain_scores_gemma":[0.9898761,0.00081889145,0.0002709583,0.00095221173,0.0054377667,0.0026440893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071519385,0.0005546163,0.0004293122,0.0028342083,0.0011607601,0.0027793148,0.0018610673,0.0007212754,0.29199544],"category_scores_gemma":[0.010130124,0.0004262558,0.0002521663,0.0024348232,0.0002722745,0.0012611264,0.0026517084,0.0009870826,0.05581437],"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":[0.00008290233,0.00007942882,0.00095945725,0.00010437894,0.0000035290805,0.000044380256,0.00010926849,0.00007946215,0.00015565087,0.0014330966,0.905968,0.09098037],"study_design_scores_gemma":[0.000019312618,0.00003828007,0.0022783633,0.000050919643,0.0000026256432,0.000026745443,0.00012026735,0.000075671254,0.00020577095,0.0002706622,0.99690706,0.000004262307],"about_ca_topic_score_codex":0.018062713,"about_ca_topic_score_gemma":0.03133991,"teacher_disagreement_score":0.29199544,"about_ca_system_score_codex":0.0015683008,"about_ca_system_score_gemma":0.009080831,"threshold_uncertainty_score":0.976822},"labels":[],"label_agreement":null},{"id":"W2747395010","doi":"10.1071/aj08075","title":"Geochemistry monitoring of CO2 storage at the CO2CRC Otway Project, Victoria: operational mode*","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"CO2 Sequestration and Geologic Interactions","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":"Simon Fraser University","funders":"","keywords":"Hazard and operability study; Petroleum engineering; Environmental science; TRACER; Supercritical fluid; Operability; Geology; Hydrology (agriculture); Engineering; Chemistry; Geotechnical engineering","score_opus":0.015803262141851963,"score_gpt":0.2805045027880255,"score_spread":0.26470124064617356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747395010","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":[0.9876758,0.000075459175,0.0012412429,0.000059786213,0.000005217205,0.00016203232,0.001878511,0.0001379189,0.008764072],"genre_scores_gemma":[0.99252313,0.000052749907,0.0020585293,0.000026846783,0.0000019680124,0.00004264418,0.0009953908,0.000046685407,0.004251965],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99946827,0.000023366722,0.000014352967,0.00012148518,0.00027751856,0.00009505718],"domain_scores_gemma":[0.9993173,0.000018188039,0.00005209854,0.000033002285,0.00047995636,0.00009951933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046137182,0.0002747678,0.00021964718,0.00059790636,0.0013300406,0.0007697964,0.0007255466,0.00042128062,0.0012217759],"category_scores_gemma":[0.00055288244,0.00028354712,0.00014777984,0.0010139849,0.00039293172,0.0006225301,0.0007798686,0.0005370521,0.0004829982],"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":[0.0015563389,0.00045622225,0.3772594,0.00036078552,0.000061635714,0.00094696664,0.0045888186,0.0061341114,0.49896148,0.0013649986,0.0062523647,0.102057025],"study_design_scores_gemma":[0.000073611336,0.0010900907,0.78395355,0.00007468916,0.000043469186,0.00047306673,0.0025304526,0.0372282,0.14334431,0.00032281197,0.030760908,0.000104728526],"about_ca_topic_score_codex":0.41168004,"about_ca_topic_score_gemma":0.602878,"teacher_disagreement_score":0.41168004,"about_ca_system_score_codex":0.0038117333,"about_ca_system_score_gemma":0.004329312,"threshold_uncertainty_score":0.81856763},"labels":[],"label_agreement":null},{"id":"W2747545999","doi":"10.1071/aj09053","title":"World trends and innovations in production asset management—case studies from Australia and North America*","year":2010,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","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":"Asset management; Business; Brownfield; Asset (computer security); Finance; Production (economics); Schedule; Engineering; Economics; Management; Redevelopment; Civil engineering","score_opus":0.026336637588949694,"score_gpt":0.26122012989789917,"score_spread":0.23488349230894948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747545999","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":[0.94994855,0.0027463024,0.00032925155,0.0022053926,0.000020223022,0.00006907746,0.00008343839,0.000008824645,0.04458892],"genre_scores_gemma":[0.9889957,0.0037668895,0.0005639892,0.00040837523,0.000011872366,0.00004010647,0.00009057185,0.000008468508,0.00611402],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99890697,0.00038782385,0.000050133815,0.000060627564,0.0002514791,0.0003429728],"domain_scores_gemma":[0.9977362,0.00082092395,0.00039922365,0.00007629376,0.0004871059,0.0004802476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016439589,0.00017776055,0.00014200225,0.0023103028,0.0022937462,0.0026842428,0.0005799568,0.000837993,0.0022945406],"category_scores_gemma":[0.0028630963,0.00017939672,0.0002803927,0.005611207,0.0016239664,0.002353057,0.0024851297,0.0008305099,0.00022064612],"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":[0.00021652038,0.0015756857,0.31464761,0.001019195,0.000086868844,0.019668158,0.34055826,0.0020690716,0.0015998721,0.03548231,0.018633256,0.2644432],"study_design_scores_gemma":[0.000016500775,0.00029721047,0.4726793,0.00058299635,0.000035078698,0.003204432,0.3550417,0.0016480113,0.00044637706,0.0018858986,0.16411927,0.000043192616],"about_ca_topic_score_codex":0.16528451,"about_ca_topic_score_gemma":0.26882645,"teacher_disagreement_score":0.16528451,"about_ca_system_score_codex":0.005807447,"about_ca_system_score_gemma":0.0036844502,"threshold_uncertainty_score":0.32864493},"labels":[],"label_agreement":null},{"id":"W2747554055","doi":"10.1071/aj09061","title":"Successful strategies for native title and Aboriginal cultural heritage approvals—an examination through the development of the Queensland CSG and LNG industry*","year":2010,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Mining and Resource Management","field":"Engineering","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":"Dawson College","funders":"","keywords":"Legislation; Commonwealth; Indigenous; Negotiation; Cultural heritage; Legislature; Political science; Engineering; Public administration; Environmental planning; Law","score_opus":0.016555905739700855,"score_gpt":0.2663331188372157,"score_spread":0.24977721309751486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747554055","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":[0.5799499,0.0054362803,0.014942695,0.1203663,0.0008443231,0.0010639058,0.00005265201,0.000120531426,0.27722332],"genre_scores_gemma":[0.9187216,0.0016970943,0.0066634715,0.0068456694,0.00011796167,0.00023366927,0.000018203049,0.000057522062,0.065644756],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.96340644,0.019707635,0.0010835245,0.0024414193,0.007600586,0.005760368],"domain_scores_gemma":[0.97267556,0.015792688,0.0024024604,0.0010206134,0.0057444964,0.0023641693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04797406,0.00037656073,0.00032357033,0.0017411892,0.023669176,0.010706342,0.0034781017,0.005689704,0.0040048803],"category_scores_gemma":[0.030774295,0.0008552265,0.0006072541,0.0014501268,0.022265024,0.0044940473,0.009803122,0.006899812,0.0004156388],"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":[0.000023130244,0.00007634128,0.0062889643,0.00038014993,0.000016266837,0.004042708,0.6226827,0.00060500426,0.0031628415,0.31086513,0.012399064,0.03945767],"study_design_scores_gemma":[0.000024716039,0.00028702663,0.019938515,0.00073366053,0.00002718282,0.00078235177,0.33503354,0.00067902764,0.0019043764,0.012184863,0.6282721,0.00013271502],"about_ca_topic_score_codex":0.191431,"about_ca_topic_score_gemma":0.3051558,"teacher_disagreement_score":0.191431,"about_ca_system_score_codex":0.029281307,"about_ca_system_score_gemma":0.07404546,"threshold_uncertainty_score":0.38063347},"labels":[],"label_agreement":null},{"id":"W2747601047","doi":"10.1071/aj07020","title":"Discovering Australia’s future petroleum resources: the strategic geoscience information role of government","year":2008,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"ASTER","funders":"","keywords":"Prospectivity mapping; Resource (disambiguation); Government (linguistics); Business; Endowment; Natural resource economics; Maturity (psychological); Investment (military); General partnership; Frontier; Petroleum; Environmental resource management; Economics; Geology; Finance; Political science; Structural basin; Politics","score_opus":0.018957258819078282,"score_gpt":0.22795595889584722,"score_spread":0.20899870007676893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747601047","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":[0.04969949,0.016435228,0.004755331,0.73744553,0.0019108325,0.000089447305,0.00022377261,0.00012351888,0.18931687],"genre_scores_gemma":[0.814651,0.04088301,0.010840274,0.06537036,0.0011091097,0.00012933812,0.00023530904,0.00012407344,0.06665756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99577785,0.0015061965,0.00013432266,0.00032362362,0.0015047967,0.0007530598],"domain_scores_gemma":[0.9853622,0.0058942665,0.00076202623,0.0008452105,0.002681271,0.0044550807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005712653,0.00029021868,0.00029086214,0.0013896902,0.0056798933,0.011732509,0.00093949446,0.0048234067,0.0058920854],"category_scores_gemma":[0.014446535,0.00047105804,0.00028061573,0.002143755,0.006392538,0.011431798,0.0076536713,0.006410503,0.0010572552],"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":[0.000068609064,0.00010133691,0.00568692,0.0006879179,0.000040363047,0.0018864732,0.029412102,0.001412928,0.0015585371,0.41877937,0.2958248,0.24454069],"study_design_scores_gemma":[0.00001113022,0.000067991976,0.008663472,0.00068389287,0.000026219868,0.00038680874,0.011476082,0.0032019655,0.00046997843,0.13316073,0.8417745,0.00007713498],"about_ca_topic_score_codex":0.078953825,"about_ca_topic_score_gemma":0.09982125,"teacher_disagreement_score":0.078953825,"about_ca_system_score_codex":0.009251263,"about_ca_system_score_gemma":0.031088986,"threshold_uncertainty_score":0.15698856},"labels":[],"label_agreement":null},{"id":"W2747623319","doi":"10.1071/aj13126","title":"Case study: maximising return on health, safety, environment, and quality (HSE&amp;Q) investments","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Intertek (Canada)","funders":"","keywords":"Coaching; Workforce; Productivity; Sustainability; Best practice; Harm; Business; Mental health; Quality (philosophy); Process (computing); Process management; Operations management; Engineering; Psychology; Computer science; Management; Political science","score_opus":0.2664428219783356,"score_gpt":0.5095583404319263,"score_spread":0.2431155184535907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747623319","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":[0.7802297,0.0011371999,0.023625007,0.014114779,0.00029750884,0.001517413,0.0006146625,0.00021433335,0.17824934],"genre_scores_gemma":[0.93382794,0.000920909,0.026064722,0.00074280566,0.000037425973,0.00036400676,0.0002027376,0.000058952646,0.037780527],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955094,0.0020520114,0.00016830464,0.00031538468,0.0008190526,0.001135824],"domain_scores_gemma":[0.9965155,0.001366485,0.00026047113,0.0002167126,0.0006276878,0.001013014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041468386,0.0006044959,0.00036603707,0.0013072516,0.004254423,0.003644056,0.0019999698,0.00375599,0.008996287],"category_scores_gemma":[0.005336453,0.0003257652,0.0006992306,0.0011946611,0.0021795698,0.0025479975,0.0042648106,0.0021269359,0.0013987429],"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":[0.001504194,0.008707405,0.08171936,0.0028416996,0.00019247075,0.098761834,0.10869424,0.0584182,0.018254237,0.2515758,0.09498781,0.27434278],"study_design_scores_gemma":[0.00031750894,0.005105238,0.051032193,0.0024107664,0.0001346152,0.018534005,0.34221587,0.048198875,0.017388443,0.029891556,0.48445356,0.00031738542],"about_ca_topic_score_codex":0.016750837,"about_ca_topic_score_gemma":0.035267983,"teacher_disagreement_score":0.016750837,"about_ca_system_score_codex":0.0051675057,"about_ca_system_score_gemma":0.005773381,"threshold_uncertainty_score":0.03749299},"labels":[],"label_agreement":null},{"id":"W2747636988","doi":"10.1071/aj14038","title":"Improving fracture initiation and potential impact on fracture coverage by implementing optimal well-planning and drilling methods for typical stress conditions in the Cooper Basin, central Australia","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Drilling and Well Engineering","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":"Petro-Canada","funders":"","keywords":"Drilling; Geology; Fracture (geology); Wellbore; Petroleum engineering; Stress field; Hydraulic fracturing; Stress (linguistics); Completion (oil and gas wells); Geotechnical engineering; Engineering; Structural engineering; Mechanical engineering; Finite element method","score_opus":0.018761102364105817,"score_gpt":0.3247302250985095,"score_spread":0.3059691227344037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747636988","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":[0.98678106,0.00007946114,0.010551537,0.000068749265,0.0000032433395,0.00006057071,0.000050629144,0.000053453416,0.0023512258],"genre_scores_gemma":[0.9892239,0.00006904953,0.010107605,0.000005983485,5.9076785e-7,0.000018250174,0.00002099629,0.0000073857013,0.0005462174],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9996618,0.00005672336,0.000029209516,0.000051576968,0.00011298691,0.00008769589],"domain_scores_gemma":[0.9992668,0.00023810101,0.00013354258,0.00006353566,0.00021813961,0.00007995695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074094924,0.00024270073,0.0003170191,0.00056943414,0.0005311382,0.0008770667,0.0005710424,0.00046612392,0.0011605931],"category_scores_gemma":[0.001846516,0.00028655067,0.00031062088,0.00034743722,0.00061254,0.00062920875,0.0005993067,0.00031426744,0.00013499032],"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":[0.0006663196,0.0008077344,0.2006233,0.0005572546,0.00009483022,0.0006918934,0.0012996059,0.4856248,0.085020274,0.0038336515,0.0006786799,0.22010173],"study_design_scores_gemma":[0.000086733795,0.0024241817,0.34678784,0.00012864814,0.00015025753,0.00024296182,0.0031624057,0.59438306,0.045441553,0.0034466085,0.0036341161,0.00011170398],"about_ca_topic_score_codex":0.05370016,"about_ca_topic_score_gemma":0.18960133,"teacher_disagreement_score":0.05370016,"about_ca_system_score_codex":0.0014046243,"about_ca_system_score_gemma":0.0027967629,"threshold_uncertainty_score":0.106775165},"labels":[],"label_agreement":null},{"id":"W2747740009","doi":"10.1071/aj15114","title":"Micro-scale simulation of bubble-water flow in coal seams by the lattice Boltzmann method","year":2016,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","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":"Petro-Canada","funders":"","keywords":"Bubble; Mechanics; Lattice Boltzmann methods; Water model; Volumetric flow rate; Wetting; Flow (mathematics); Coal; Materials science; Two-phase flow; Petroleum engineering; Thermodynamics; Chemistry; Geology; Molecular dynamics; Physics; Composite material","score_opus":0.016526668952700004,"score_gpt":0.2705810406548275,"score_spread":0.2540543717021275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747740009","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":[0.8871553,0.00020520826,0.09948518,0.0004618069,0.000079780824,0.00013246335,0.0004324888,0.00043429164,0.0116134845],"genre_scores_gemma":[0.977989,0.00009993972,0.019413203,0.00005806872,0.000008828784,0.0001593676,0.00016684356,0.0000417017,0.0020629768],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99987733,0.000028857878,0.00000595825,0.000016140875,0.00003606495,0.000035523935],"domain_scores_gemma":[0.9995486,0.0002721123,0.00003680884,0.000023016024,0.00006117393,0.0000582519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002450709,0.00033653722,0.00069934945,0.0003607905,0.0006229399,0.00065506826,0.00095026987,0.001269937,0.001968938],"category_scores_gemma":[0.00096534926,0.00039896352,0.0005351046,0.0004184014,0.0008201005,0.0005189894,0.00065200136,0.00076611096,0.00021291048],"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":[0.000029588915,0.00004399588,0.0010747039,0.000014921894,0.000008164866,0.000050442675,0.000028118047,0.9953241,0.001467841,0.0010864413,0.00005889371,0.0008129708],"study_design_scores_gemma":[0.000004990231,0.000005590132,0.000090977635,8.451975e-7,7.5562275e-7,0.0000027149379,0.0000072177877,0.9995715,0.00014024142,0.00013279766,0.000040434577,0.0000018710351],"about_ca_topic_score_codex":0.027535064,"about_ca_topic_score_gemma":0.0094571,"teacher_disagreement_score":0.027535064,"about_ca_system_score_codex":0.0009515632,"about_ca_system_score_gemma":0.0013058791,"threshold_uncertainty_score":0.05474955},"labels":[],"label_agreement":null},{"id":"W2747841916","doi":"10.1071/aj16279","title":"Managing social licence in the midst of chaos","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Biomedical Ethics and Regulation","field":"Medicine","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":"Future Earth","funders":"","keywords":"CHAOS (operating system); Business; Computer science; Computer security","score_opus":0.05580838392858656,"score_gpt":0.3627334134837052,"score_spread":0.30692502955511863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747841916","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":[0.07824822,0.0063013216,0.043833733,0.6433472,0.00268288,0.00017815347,0.000028788894,0.0002573749,0.22512236],"genre_scores_gemma":[0.9265417,0.002202732,0.0076049,0.03555634,0.0012473789,0.00023027498,0.000021855758,0.0001621261,0.026432762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.975298,0.013364881,0.00071233936,0.0013917604,0.0056368983,0.0035962036],"domain_scores_gemma":[0.96822125,0.012331106,0.0035520932,0.0020138759,0.0042377184,0.009643957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026262378,0.00046802036,0.00060505676,0.0018242993,0.014616219,0.016590936,0.002023135,0.007346442,0.0051150345],"category_scores_gemma":[0.04500928,0.00048500023,0.0006917508,0.0009562243,0.0329458,0.015522472,0.019138012,0.010029097,0.00135274],"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":[0.00005296684,0.00015426693,0.006160578,0.00014004698,0.000055658147,0.0015730651,0.05436383,0.00151798,0.0010102664,0.7854083,0.07651902,0.073044],"study_design_scores_gemma":[0.000023904417,0.00012431224,0.002316138,0.00041727733,0.000014009394,0.00068236375,0.03679462,0.0024232878,0.0005449261,0.5944981,0.36206844,0.0000925633],"about_ca_topic_score_codex":0.0041297674,"about_ca_topic_score_gemma":0.0055447165,"teacher_disagreement_score":0.026262378,"about_ca_system_score_codex":0.009572139,"about_ca_system_score_gemma":0.015773024,"threshold_uncertainty_score":0.13889039},"labels":[],"label_agreement":null},{"id":"W2747878240","doi":"10.1071/aj14053","title":"Australian climate change policy—where to from here?","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","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 Energy","funders":"","keywords":"Commonwealth; Climate change; Government (linguistics); Emissions trading; Climate policy; Greenhouse gas; Business; Politics; Energy policy; Political science; Economics; Natural resource economics; Engineering; Renewable energy","score_opus":0.27788645405710716,"score_gpt":0.307708998803319,"score_spread":0.02982254474621182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747878240","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009334908,0.06011844,0.002733495,0.82767177,0.008015002,0.000056327655,0.00044845178,0.00014283518,0.091478705],"genre_scores_gemma":[0.41178438,0.17069331,0.0117961215,0.26472327,0.005644243,0.00026067215,0.0006370576,0.0002436343,0.1342173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968773,0.0011043809,0.00015437255,0.00030248496,0.0010585346,0.0005029892],"domain_scores_gemma":[0.9959502,0.00071587664,0.00027813157,0.00023523168,0.0018149053,0.0010055852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037902636,0.00047202958,0.0008730011,0.0013122988,0.003808684,0.0072158794,0.0012521197,0.0050302986,0.014586705],"category_scores_gemma":[0.013257523,0.00037651617,0.0005635187,0.003097941,0.0029986855,0.0071242983,0.0030070937,0.007780614,0.003297656],"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":[0.000111552865,0.00017866213,0.0028627585,0.00179411,0.000077457444,0.0003528302,0.005338362,0.0019268561,0.000802647,0.33132645,0.45730466,0.19792375],"study_design_scores_gemma":[0.000016440354,0.000062752435,0.010346464,0.0015232636,0.000042654505,0.00011523066,0.0035864802,0.0011690925,0.00031839884,0.10964513,0.87310296,0.00007114351],"about_ca_topic_score_codex":0.1256509,"about_ca_topic_score_gemma":0.10507655,"teacher_disagreement_score":0.1256509,"about_ca_system_score_codex":0.011414696,"about_ca_system_score_gemma":0.021353936,"threshold_uncertainty_score":0.24983901},"labels":[],"label_agreement":null},{"id":"W2747893769","doi":"10.1071/aj13048","title":"The Coniston development: another offshore challenge in Western Australia","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Apache (Canada)","funders":"","keywords":"Submarine pipeline; Drilling; Completion (oil and gas wells); Petroleum engineering; Engineering; Production (economics); Oil production; Fossil fuel; New horizons; Marine engineering; Civil engineering; Waste management; Mechanical engineering","score_opus":0.037357656065447574,"score_gpt":0.2841903576229272,"score_spread":0.24683270155747963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747893769","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":[0.87566227,0.0007044451,0.014259961,0.007658528,0.00023557349,0.00026188404,0.00029273902,0.00012516907,0.100799434],"genre_scores_gemma":[0.909725,0.00073882315,0.010301353,0.00055878964,0.000021504948,0.00009832194,0.00013781217,0.000051182615,0.07836726],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967825,0.00007600002,0.000012168378,0.00003831922,0.00012311351,0.000072179355],"domain_scores_gemma":[0.99950445,0.000090034555,0.00004611277,0.0000485424,0.00014686129,0.00016395237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006078818,0.00016697122,0.00013971332,0.00020047647,0.0013736776,0.0013948765,0.0004634561,0.00089851534,0.0032876828],"category_scores_gemma":[0.0011162854,0.00023138837,0.00024989044,0.0003738229,0.00063707406,0.0009972707,0.0014291062,0.000738493,0.00037589055],"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":[0.0006246608,0.0009774829,0.18857248,0.001760604,0.00025159479,0.033038665,0.025575299,0.13309501,0.045769382,0.13074088,0.05641201,0.383182],"study_design_scores_gemma":[0.00012130219,0.0010361199,0.19410117,0.00054128794,0.00009080688,0.0036214476,0.03195545,0.18590043,0.006401333,0.02915679,0.54691464,0.00015925223],"about_ca_topic_score_codex":0.20821503,"about_ca_topic_score_gemma":0.39465412,"teacher_disagreement_score":0.20821503,"about_ca_system_score_codex":0.0024063613,"about_ca_system_score_gemma":0.0065749893,"threshold_uncertainty_score":0.41400617},"labels":[],"label_agreement":null},{"id":"W2748217070","doi":"10.1071/aj13030","title":"Environmentally acceptable surfactants applied for water-based paraffin control—novel technologies sustaining production of challenging Australian crudes","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Petroleum Processing and Analysis","field":"Chemistry","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":"Nalco (Canada)","funders":"","keywords":"Environmentally friendly; Wax; Paraffin wax; Environmental science; Produced water; Waste management; Petroleum engineering; Pulp and paper industry; Materials science; Environmental engineering; Geology; Engineering; Composite material","score_opus":0.015084987180906673,"score_gpt":0.22835843738066006,"score_spread":0.21327345019975338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748217070","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":[0.8294557,0.053659298,0.0750641,0.0021573363,0.00034528988,0.0005589449,0.00008999208,0.00033259112,0.038336683],"genre_scores_gemma":[0.8776327,0.045245975,0.057740342,0.0002938155,0.000108367974,0.00009582539,0.000065923676,0.00005918502,0.018757928],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993368,0.000069839756,0.000042528627,0.00006769618,0.00042407756,0.000058971036],"domain_scores_gemma":[0.99977356,0.000026711354,0.00005762911,0.000018741363,0.00009376384,0.000029507846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006562668,0.00036165057,0.00030389536,0.0009116994,0.00055289216,0.0011313559,0.0005738332,0.0005195467,0.0006513027],"category_scores_gemma":[0.00048063198,0.00035512296,0.0002940065,0.00061841303,0.0006761176,0.0010781306,0.0007937412,0.00071850856,0.0003682291],"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":[0.00004872833,0.000075377255,0.0006579765,0.00046365496,0.00001598296,0.00040969907,0.00029351877,0.00068517943,0.93037146,0.002699976,0.00027997445,0.063998565],"study_design_scores_gemma":[0.000012050768,0.0005558719,0.0020120838,0.000063029125,0.00003942487,0.00047741257,0.00028227633,0.002727547,0.9438813,0.00060012465,0.04932335,0.00002559909],"about_ca_topic_score_codex":0.0041649584,"about_ca_topic_score_gemma":0.014612085,"teacher_disagreement_score":0.0041649584,"about_ca_system_score_codex":0.0012784732,"about_ca_system_score_gemma":0.0008002536,"threshold_uncertainty_score":0.009276032},"labels":[],"label_agreement":null},{"id":"W2748385883","doi":"10.1071/aj11107","title":"Networked InField Compression for CSG field development","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","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":"Gas compressor; Engineering; Pipeline transport; Wellhead; Petroleum engineering; Mechanical engineering","score_opus":0.013433172182371472,"score_gpt":0.211494083924131,"score_spread":0.19806091174175952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748385883","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":[0.31850827,0.0028497747,0.29177484,0.002718106,0.00048397953,0.0017804978,0.0016730975,0.005708413,0.374503],"genre_scores_gemma":[0.84367126,0.0019281771,0.09954216,0.00013960591,0.00005218209,0.00034147344,0.0013053825,0.00020137924,0.05281833],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958986,0.000057931204,0.000009622714,0.00005978878,0.00021429264,0.000068482244],"domain_scores_gemma":[0.99968517,0.000035741334,0.000022925818,0.000060523842,0.00010682436,0.000088959285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044660945,0.0004622042,0.00017553021,0.0008373516,0.0006093453,0.0009485973,0.0010641752,0.00044860414,0.017989188],"category_scores_gemma":[0.0005420553,0.00017134477,0.00027065095,0.001075907,0.0005367993,0.0012293848,0.0013709663,0.00048593938,0.0022214064],"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":[0.0005372704,0.0004939106,0.011867642,0.00058735727,0.000024763805,0.0010012889,0.00074803364,0.11739438,0.05262698,0.03496203,0.03174868,0.7480077],"study_design_scores_gemma":[0.0004562119,0.002446725,0.023240635,0.00060375175,0.00008400328,0.0013866045,0.0022066429,0.31503487,0.05668758,0.01561023,0.58208036,0.00016242088],"about_ca_topic_score_codex":0.029609008,"about_ca_topic_score_gemma":0.052729644,"teacher_disagreement_score":0.029609008,"about_ca_system_score_codex":0.0025268726,"about_ca_system_score_gemma":0.003198887,"threshold_uncertainty_score":0.06017983},"labels":[],"label_agreement":null},{"id":"W2748393751","doi":"10.1071/aj10076","title":"Global environmental review processes for oil and gas projects*","year":2011,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Environmental and Social Impact Assessments","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 impact statement; Environmental impact assessment; Commonwealth; Environmental planning; Scale (ratio); Engineering; Scope (computer science); Liquefied natural gas; Business; Environmental protection; Environmental resource management; Environmental science; Political science; Waste management; Natural gas; Geography","score_opus":0.0306934216422094,"score_gpt":0.273791773952256,"score_spread":0.24309835231004662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748393751","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":[0.068030566,0.04474066,0.1234805,0.120296784,0.011339693,0.017341679,0.0030769354,0.0035319317,0.60816115],"genre_scores_gemma":[0.4051116,0.029403282,0.23370785,0.029742481,0.003123252,0.007488409,0.00386967,0.0017109644,0.28584254],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9157185,0.03762423,0.007470683,0.005073344,0.029561073,0.0045520617],"domain_scores_gemma":[0.8592539,0.042883605,0.011049374,0.010363624,0.070396006,0.006053492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12231857,0.0010173838,0.0008628671,0.009665568,0.0043898327,0.014613424,0.0034539555,0.0059911055,0.009997479],"category_scores_gemma":[0.09775931,0.000844638,0.0022063274,0.008171225,0.0035495684,0.0077515896,0.010973806,0.003625883,0.003134402],"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":[0.0001254495,0.00020902121,0.0065017524,0.003971692,0.00021109518,0.0017616843,0.01515103,0.0047443695,0.0040619504,0.2402204,0.26380265,0.4592389],"study_design_scores_gemma":[0.000044414657,0.00015122724,0.007181482,0.0010246707,0.000060303257,0.00045769176,0.002853201,0.0007387387,0.0013798336,0.015726864,0.9702462,0.00013546977],"about_ca_topic_score_codex":0.012515638,"about_ca_topic_score_gemma":0.02219976,"teacher_disagreement_score":0.12231857,"about_ca_system_score_codex":0.012722156,"about_ca_system_score_gemma":0.04929699,"threshold_uncertainty_score":0.64689016},"labels":[],"label_agreement":null},{"id":"W2748402808","doi":"10.1071/aj13018","title":"Cenozoic salt tectonics in the Officer Basin, Western Australia: implications for hydrocarbon exploration","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological and Geophysical Studies","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":"Geoscience BC","funders":"","keywords":"Geology; Structural basin; Sedimentary depositional environment; Diapir; Tectonics; Salt tectonics; Sedimentary rock; Cenozoic; Sedimentary basin; Hydrocarbon exploration; Paleontology; Lineament; Officer; Geomorphology; Archaeology; Geography","score_opus":0.056468631669942954,"score_gpt":0.2626934789212042,"score_spread":0.20622484725126125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748402808","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":[0.9950093,0.0009854158,0.00005174287,0.0008964815,0.0000057529264,0.00001221547,0.0001319091,0.000002999777,0.0029041432],"genre_scores_gemma":[0.99734324,0.0013735836,0.00015582803,0.00007932539,0.000007856412,0.00000967589,0.00005940353,0.00000187977,0.0009691997],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998834,0.000026978792,0.000010513645,0.000019818022,0.000021789017,0.00003747664],"domain_scores_gemma":[0.99961567,0.000037037273,0.00011873229,0.000008515185,0.00010680909,0.000113275266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024157572,0.00019652114,0.00017000706,0.0010307438,0.0007139828,0.0009666322,0.00030810531,0.00034835294,0.0017150015],"category_scores_gemma":[0.0009583712,0.00017260514,0.0001365588,0.0015297964,0.0007567749,0.000733655,0.0009296121,0.00026939335,0.00015618863],"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":[0.00015583739,0.00008283979,0.9271551,0.00041340064,0.000049883445,0.0020410542,0.012764793,0.00083511655,0.004804503,0.0012744108,0.0009056821,0.049517397],"study_design_scores_gemma":[0.0000022013749,0.000020254996,0.99437475,0.000067936155,0.000009281181,0.000100779565,0.0036593245,0.00039675116,0.000055274173,0.00020302851,0.0011061964,0.000004304098],"about_ca_topic_score_codex":0.30332026,"about_ca_topic_score_gemma":0.47904682,"teacher_disagreement_score":0.30332026,"about_ca_system_score_codex":0.0024589193,"about_ca_system_score_gemma":0.0024006858,"threshold_uncertainty_score":0.6031095},"labels":[],"label_agreement":null},{"id":"W2748534211","doi":"10.1071/aj99030","title":"BENCHMARKING TO SET FIELD-LEVEL COST SAVINGS TARGETS AND SUCCESSFUL METHODS TO REDUCE FIELD OPERATING COSTS","year":2000,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","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":"Remedial action; Benchmarking; Cash flow; Submarine pipeline; Resource (disambiguation); Remedial education; Business; Operations research; Environmental resource management; Operations management; Computer science; Environmental science; Engineering; Finance; Geology; Oceanography; Marketing","score_opus":0.01841642041658665,"score_gpt":0.30126293958010814,"score_spread":0.2828465191635215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748534211","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":[0.6524814,0.002350416,0.20040303,0.0048388187,0.00020551265,0.004684316,0.0008864377,0.0017218722,0.13242826],"genre_scores_gemma":[0.8962424,0.0005603443,0.097658895,0.0001845382,0.000027434857,0.0010594717,0.00037563773,0.000116258,0.0037751005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9842859,0.006819691,0.0009788563,0.0007928438,0.005794479,0.0013282726],"domain_scores_gemma":[0.9765227,0.007210362,0.0025417812,0.002605949,0.010335777,0.0007834783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015382817,0.0009283278,0.00062749453,0.0040885145,0.0013196366,0.003386135,0.0021215484,0.0011232953,0.0030297872],"category_scores_gemma":[0.036473718,0.00025673606,0.00031022282,0.002891897,0.00061926234,0.002836441,0.0012167038,0.0006935281,0.0005948546],"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":[0.00042102445,0.0016752252,0.036570948,0.00082527916,0.000069346475,0.00014128709,0.0014364972,0.080588415,0.008027236,0.018798564,0.009950184,0.84149593],"study_design_scores_gemma":[0.000806743,0.011042382,0.3627667,0.0032159258,0.00030286002,0.00055770075,0.025856826,0.2831381,0.09054376,0.07014702,0.15103023,0.000591765],"about_ca_topic_score_codex":0.009314267,"about_ca_topic_score_gemma":0.01061383,"teacher_disagreement_score":0.015382817,"about_ca_system_score_codex":0.005596165,"about_ca_system_score_gemma":0.00618348,"threshold_uncertainty_score":0.08135307},"labels":[],"label_agreement":null},{"id":"W2748615394","doi":"10.1071/aj15104","title":"Rangal Supermodel 2015","year":2016,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological formations and processes","field":"Earth and Planetary 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":"Mira Geoscience (Canada)","funders":"","keywords":"Geology; Coal measures; Coal mining; Foreland basin; Paleontology; Structural basin; Subsidence; Borehole; Drilling; Basement; Permian; Paleozoic; Coal; Archaeology","score_opus":0.019178086645120745,"score_gpt":0.2136862016462269,"score_spread":0.19450811500110615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748615394","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":[0.0475802,0.0027769865,0.11789911,0.0023083067,0.0023681317,0.00047847017,0.39871952,0.084856205,0.34301314],"genre_scores_gemma":[0.26452994,0.0020049473,0.1234705,0.0007435133,0.00039319682,0.00094412017,0.49217367,0.020571843,0.09516824],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996395,0.000066124194,0.00001968643,0.00011138538,0.000105894556,0.000057318786],"domain_scores_gemma":[0.9995964,0.000057833655,0.0000247437,0.00011222097,0.00016724864,0.00004151234],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007318067,0.001084697,0.00066176744,0.0012114218,0.0008233685,0.002841107,0.0030251343,0.0012177855,0.10179043],"category_scores_gemma":[0.0015744736,0.0008120667,0.0017491017,0.0011813454,0.00035031332,0.002025045,0.0017122175,0.0011778522,0.034896735],"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":[0.00044300142,0.00016840821,0.009949972,0.0006889482,0.00041046416,0.0002496024,0.00020848398,0.33956036,0.001721722,0.028519914,0.5131275,0.104951724],"study_design_scores_gemma":[0.00016116131,0.00004818007,0.003389234,0.00023616929,0.00008124516,0.00010602593,0.00017165566,0.42507336,0.0016503227,0.013260569,0.5557416,0.00008041481],"about_ca_topic_score_codex":0.047880754,"about_ca_topic_score_gemma":0.058409207,"teacher_disagreement_score":0.8982096,"about_ca_system_score_codex":0.0011700307,"about_ca_system_score_gemma":0.0019484301,"threshold_uncertainty_score":0.3405229},"labels":[],"label_agreement":null},{"id":"W2748636406","doi":"10.1071/aj14002","title":"Prospectivity insights from automated pre-interpretation processing of open-file 3D seismic data: characterising the Late Triassic Mungaroo Formation of the Carnarvon Basin, North West Shelf of Australia","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","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":"Alberta Energy","funders":"","keywords":"Prospectivity mapping; Geology; Workflow; Structural basin; Interpretation (philosophy); Merge (version control); Paleontology; Computer science; Database; Information retrieval","score_opus":0.059511131591655005,"score_gpt":0.27747185799084567,"score_spread":0.21796072639919067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748636406","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":[0.9642802,0.00013750452,0.028015021,0.00022166967,0.000016797809,0.00007993201,0.0010461756,0.000486826,0.0057159388],"genre_scores_gemma":[0.9672519,0.0001485202,0.029450968,0.00003021967,0.00001307199,0.000024402274,0.0017577021,0.00014184821,0.0011814437],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997086,0.000049936938,0.000026260517,0.000051187846,0.00011321311,0.000050835974],"domain_scores_gemma":[0.99869317,0.00053610903,0.0001434023,0.00012904256,0.0004307882,0.0000674952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087808265,0.00040469517,0.00019471043,0.0024026188,0.0002620721,0.0016164322,0.00038432595,0.00044525007,0.0012777189],"category_scores_gemma":[0.002967052,0.0002860206,0.0003981952,0.001165475,0.00042016388,0.00069467514,0.0008828545,0.00032687176,0.0004957708],"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":[0.0005756995,0.0003603422,0.37667677,0.000578705,0.00012694519,0.0029921904,0.011104192,0.0785893,0.1078895,0.0024629077,0.004285512,0.41435784],"study_design_scores_gemma":[0.000036374713,0.00025044134,0.6932145,0.00011141484,0.00009302864,0.0011899378,0.0059094746,0.2605078,0.02638897,0.002030341,0.0101779075,0.00008976765],"about_ca_topic_score_codex":0.011493534,"about_ca_topic_score_gemma":0.01992379,"teacher_disagreement_score":0.011493534,"about_ca_system_score_codex":0.00029092564,"about_ca_system_score_gemma":0.0004912667,"threshold_uncertainty_score":0.022853255},"labels":[],"label_agreement":null},{"id":"W2748724358","doi":"10.1071/aj13070","title":"Automating the process of net environmental benefit analysis (NEBA) for emergency response and environmental plans","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","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":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Process (computing); Oil spill; Emergency response; Computer science; Table (database); Risk analysis (engineering); Operations research; Environmental science; Engineering; Data mining; Business; Environmental engineering","score_opus":0.006965672784926684,"score_gpt":0.25766055826577,"score_spread":0.25069488548084334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748724358","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":[0.02976948,0.00020394873,0.9235979,0.0008552385,0.00010301295,0.001550184,0.003006807,0.021289302,0.019624295],"genre_scores_gemma":[0.11918975,0.00019366747,0.8702215,0.0001489646,0.000042303986,0.0008482904,0.0024536827,0.0013965392,0.0055052317],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99571997,0.0017403868,0.00025154825,0.00052784954,0.0015522888,0.00020790141],"domain_scores_gemma":[0.98450816,0.009712163,0.0010694017,0.0016272797,0.0028218813,0.00026115528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009280009,0.001013489,0.0009672333,0.0031410095,0.0013922295,0.0029051793,0.0011176292,0.0005004544,0.016975552],"category_scores_gemma":[0.017934578,0.0008677498,0.0010518213,0.0014918781,0.0005615914,0.0017737927,0.0020693738,0.0013325822,0.004168704],"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":[0.00027770502,0.00030691718,0.0071017505,0.0005693566,0.00013506295,0.00019502985,0.0010129432,0.13320577,0.008667526,0.019909836,0.02472798,0.8038901],"study_design_scores_gemma":[0.0001889315,0.0003272985,0.014771876,0.00034721845,0.00012439661,0.00020497646,0.0011511637,0.76916194,0.022208497,0.063886896,0.12740046,0.00022635442],"about_ca_topic_score_codex":0.01594579,"about_ca_topic_score_gemma":0.020312635,"teacher_disagreement_score":0.016975552,"about_ca_system_score_codex":0.002911223,"about_ca_system_score_gemma":0.006796347,"threshold_uncertainty_score":0.05678886},"labels":[],"label_agreement":null},{"id":"W2748735551","doi":"10.1071/aj09059","title":"What is best practice greenhouse and energy reporting in the oil and gas industry?*","year":2010,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","field":"Engineering","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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Greenhouse gas; Petroleum industry; Business; Upstream (networking); Legislature; Fossil fuel; Environmental economics; Finance; Engineering; Economics; Waste management","score_opus":0.012264152117069022,"score_gpt":0.24190311404674233,"score_spread":0.2296389619296733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748735551","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":[0.0065987166,0.029515574,0.025817115,0.9076591,0.0050493106,0.00042247013,0.00022362685,0.00077436905,0.02393971],"genre_scores_gemma":[0.28184465,0.15258369,0.26225272,0.27777484,0.010084281,0.0027616334,0.0013350503,0.0015802406,0.009782841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.77633405,0.15798533,0.01638238,0.0074043623,0.035026878,0.0068669687],"domain_scores_gemma":[0.56773853,0.20415697,0.0407523,0.032055214,0.12830101,0.026995916],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.23255728,0.0011207648,0.0019462567,0.008154921,0.0068349713,0.027641926,0.009565718,0.014961225,0.005338256],"category_scores_gemma":[0.36009514,0.001719292,0.0016464556,0.009475437,0.015453094,0.037795715,0.01154096,0.012613867,0.00471224],"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":[0.00014151413,0.0005501093,0.021271396,0.0073958235,0.00015762955,0.00094120065,0.017246392,0.0036350247,0.0011797091,0.065026015,0.20822747,0.6742277],"study_design_scores_gemma":[0.000100044985,0.00049228326,0.016351989,0.034968786,0.00012213367,0.0016808716,0.047973555,0.0030237732,0.0014615968,0.09737932,0.7959368,0.00050889637],"about_ca_topic_score_codex":0.02405255,"about_ca_topic_score_gemma":0.02288145,"teacher_disagreement_score":0.23255728,"about_ca_system_score_codex":0.011789543,"about_ca_system_score_gemma":0.04913698,"threshold_uncertainty_score":0.9463935},"labels":[],"label_agreement":null},{"id":"W2748940052","doi":"10.1071/aj09012","title":"Biodiversity offsetting: implications for the oil and gas industry in Australia","year":2010,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Environmental Conservation and Management","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":"Golder Associates (Canada)","funders":"","keywords":"Biodiversity; Commonwealth; Business; Legislation; Natural resource economics; Environmental planning; Scope (computer science); Environmental resource management; Fossil fuel; Engineering; Economics; Geography; Ecology; Political science","score_opus":0.035571569031205855,"score_gpt":0.2625538942516575,"score_spread":0.22698232522045164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748940052","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":[0.53853637,0.024656506,0.0038852938,0.29701737,0.0010980928,0.0002651289,0.00048228985,0.00006670297,0.13399222],"genre_scores_gemma":[0.9310525,0.02397312,0.00348901,0.011916442,0.00021794128,0.000111946414,0.00011274117,0.000014577085,0.029111693],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99872726,0.00037617306,0.000060608098,0.000078249075,0.00032843644,0.00042926113],"domain_scores_gemma":[0.99803025,0.00044602834,0.00029990755,0.00002580582,0.0006147146,0.00058324856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015021325,0.00030691124,0.00023527442,0.0008393504,0.0032104375,0.0032306537,0.000956293,0.0029400913,0.004424209],"category_scores_gemma":[0.0038526887,0.0002284239,0.00055338466,0.0012250043,0.0021011673,0.0024727338,0.003512236,0.0025115232,0.00031358775],"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":[0.00036235122,0.0012448563,0.13776541,0.0061255214,0.00016908388,0.017892646,0.041522365,0.034572035,0.008374492,0.26460528,0.06990975,0.41745612],"study_design_scores_gemma":[0.00007301721,0.0010075689,0.47190204,0.0043345396,0.0001935944,0.003021201,0.12696914,0.025475139,0.0019412343,0.078072526,0.28675663,0.00025342952],"about_ca_topic_score_codex":0.33278942,"about_ca_topic_score_gemma":0.43190077,"teacher_disagreement_score":0.33278942,"about_ca_system_score_codex":0.010465421,"about_ca_system_score_gemma":0.019123025,"threshold_uncertainty_score":0.6617048},"labels":[],"label_agreement":null},{"id":"W2748952550","doi":"10.1071/aj13078","title":"Esso Australia 2013 SAFE themes","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Workforce; Quarter (Canadian coin); Hazard; Theme (computing); Promotion (chess); Accountability; Public relations; Schedule; Engineering; Operations management; Political science; Management; Computer science","score_opus":0.15936432646773738,"score_gpt":0.5175081901630558,"score_spread":0.3581438636953185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748952550","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":[0.013816539,0.0027006567,0.0072282627,0.030131532,0.012485441,0.0010243657,0.0028506345,0.0007612189,0.92900145],"genre_scores_gemma":[0.015180227,0.0007208827,0.0025944102,0.0018814774,0.00036043962,0.0004964891,0.0010331969,0.00031972642,0.9774131],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99745125,0.00047995552,0.00011156336,0.00019564597,0.0012445378,0.0005170587],"domain_scores_gemma":[0.99616146,0.00025235384,0.00013109435,0.00022418953,0.001376377,0.0018545383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038150502,0.0006050728,0.00031235188,0.0014411453,0.005532622,0.004319765,0.0013135386,0.0022559478,0.2601241],"category_scores_gemma":[0.004208444,0.0006662247,0.0006356282,0.0009861831,0.0013087846,0.0022822232,0.008211324,0.0025294723,0.06013199],"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":[0.00007073043,0.000105899424,0.0007157786,0.0004125089,0.0000046572554,0.00032811484,0.0051341555,0.000102612474,0.0012795826,0.022500336,0.87790215,0.0914436],"study_design_scores_gemma":[0.0000022843662,0.000017070854,0.0008003887,0.000090532965,4.1416652e-7,0.00005313284,0.00093555544,0.000025829147,0.00009497153,0.00097144285,0.99700516,0.0000032097241],"about_ca_topic_score_codex":0.011315888,"about_ca_topic_score_gemma":0.033595815,"teacher_disagreement_score":0.2601241,"about_ca_system_score_codex":0.0042555323,"about_ca_system_score_gemma":0.011245255,"threshold_uncertainty_score":0.87020177},"labels":[],"label_agreement":null},{"id":"W2748984725","doi":"10.1071/aj11098","title":"Stratigraphy of the Birdrong: an integrated approach","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological and Geophysical Studies","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":"Golder Associates (Canada)","funders":"","keywords":"Palynology; Geology; Paleontology; Facies; Sedimentary depositional environment; Sedimentology; Sequence stratigraphy; Stratigraphy; Structural basin; Biostratigraphy; Ecology; Tectonics","score_opus":0.02722346972450199,"score_gpt":0.20088132938861655,"score_spread":0.17365785966411457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748984725","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":[0.9267777,0.0033904721,0.045134302,0.00022316568,0.000039468774,0.00017803846,0.0017561882,0.00044102568,0.022059668],"genre_scores_gemma":[0.95294064,0.0014708656,0.040032122,0.00005071639,0.0000322603,0.000053347503,0.0016658112,0.000065566135,0.003688737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99985254,0.000018445417,0.000017930859,0.000050556424,0.000038531496,0.00002207219],"domain_scores_gemma":[0.9998171,0.000014175334,0.000038395327,0.000014961461,0.00008743308,0.000027980119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003230334,0.00033194662,0.00039977275,0.003917204,0.00037382467,0.0015016277,0.00039588605,0.00027222937,0.0021546686],"category_scores_gemma":[0.0004981922,0.00025466795,0.00020749417,0.0036052486,0.00023248857,0.000652158,0.00091690547,0.00025348316,0.0004449946],"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":[0.00006981195,0.000044413195,0.6481438,0.00020189895,0.00014273319,0.00030910253,0.0037305886,0.0037328806,0.012042306,0.0019487957,0.0011465286,0.3284871],"study_design_scores_gemma":[0.00001104845,0.000082739636,0.96130645,0.00014234878,0.00017792056,0.0001832252,0.003201793,0.018795956,0.00069233065,0.0015988573,0.013786102,0.000021313714],"about_ca_topic_score_codex":0.046571884,"about_ca_topic_score_gemma":0.11675941,"teacher_disagreement_score":0.046571884,"about_ca_system_score_codex":0.0007153964,"about_ca_system_score_gemma":0.00067957176,"threshold_uncertainty_score":0.0926016},"labels":[],"label_agreement":null},{"id":"W2749161407","doi":"10.1071/aj10132","title":"The world turned upside down: the energy of geopolitics—today and tomorrow","year":2011,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Geopolitics; Energy (signal processing); Political science; Economy; Engineering; Economics; Physics; Law; Politics","score_opus":0.01960119363917847,"score_gpt":0.2542899501185451,"score_spread":0.23468875647936663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749161407","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":[0.032852795,0.05383752,0.003934577,0.48699474,0.012660741,0.000025090698,0.00077905104,0.00019448769,0.408721],"genre_scores_gemma":[0.6506652,0.046760492,0.0041888757,0.13813905,0.00461187,0.000073494135,0.0010121383,0.0005191739,0.15402965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868804,0.0003852224,0.000028655568,0.00016613198,0.000284161,0.0004477311],"domain_scores_gemma":[0.9988105,0.00031624074,0.000091313974,0.0001668956,0.00023551792,0.0003795392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001158078,0.0006202343,0.00038148116,0.0014693849,0.010917398,0.016189992,0.0007150171,0.00431324,0.019995643],"category_scores_gemma":[0.0025516818,0.00029461508,0.00044895604,0.002362662,0.014713329,0.025991848,0.005916998,0.0057405415,0.0027604748],"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":[0.000044644046,0.000029380652,0.0025407746,0.00012512972,0.000018671757,0.00043974898,0.016965384,0.00015716771,0.00036342093,0.7057174,0.22666442,0.04693388],"study_design_scores_gemma":[0.0000032800415,0.000009681929,0.0015214318,0.00020360298,0.0000057109273,0.00018394506,0.01947301,0.00006195196,0.00014878933,0.08501331,0.8933523,0.000022930888],"about_ca_topic_score_codex":0.033229273,"about_ca_topic_score_gemma":0.06484391,"teacher_disagreement_score":0.033229273,"about_ca_system_score_codex":0.008807312,"about_ca_system_score_gemma":0.0061051436,"threshold_uncertainty_score":0.06689203},"labels":[],"label_agreement":null},{"id":"W2749292351","doi":"10.1071/aj09021","title":"Unusual reservoir connectivity revealed by data integration at the Sunrise field","year":2010,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":2,"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":"University of British Columbia; Shell Canada; University of Waterloo; ConocoPhillips","keywords":"Sunrise; Geology; Tectonics; Field (mathematics); Fault (geology); Facies; Natural gas field; Paleontology; Natural gas; Engineering; Atmospheric sciences","score_opus":0.032384269212484544,"score_gpt":0.24901284081892505,"score_spread":0.2166285716064405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749292351","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":[0.99639636,0.000054876604,0.0010227583,0.000056540874,0.0000066364446,0.000009258775,0.0010360852,0.0000769277,0.0013405756],"genre_scores_gemma":[0.9967135,0.000025974698,0.0013885498,0.000006019664,0.0000048779466,0.0000057393163,0.0016570031,0.000011325472,0.00018696682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997266,0.000032893768,0.00003262982,0.000078813515,0.00006243444,0.00006660617],"domain_scores_gemma":[0.9992084,0.00021559959,0.00013273463,0.0001161729,0.0002058559,0.000121317455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043832985,0.0001452138,0.0003317533,0.0015351563,0.0003822152,0.00085790147,0.00025574077,0.0003949734,0.000725875],"category_scores_gemma":[0.001670065,0.00015421891,0.00019023003,0.0019473872,0.00023124569,0.00062230433,0.00057482696,0.00030525462,0.0001985322],"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":[0.00039246204,0.00016423987,0.92298555,0.00007076733,0.000090763904,0.0016928421,0.0016136552,0.009004298,0.01686326,0.00088671723,0.0015457819,0.04468955],"study_design_scores_gemma":[0.000016554928,0.000045716162,0.94997513,0.00002072127,0.000046195404,0.00038361142,0.00092501723,0.04273843,0.00310549,0.00039132335,0.0023217779,0.000030028266],"about_ca_topic_score_codex":0.011178326,"about_ca_topic_score_gemma":0.019574137,"teacher_disagreement_score":0.011178326,"about_ca_system_score_codex":0.00028136585,"about_ca_system_score_gemma":0.0003445865,"threshold_uncertainty_score":0.022226512},"labels":[],"label_agreement":null},{"id":"W2749317454","doi":"10.1071/aj14090","title":"Regional oil wildlife response capability in northwest Australia—a collaborative approach by oil and gas operators and agencies","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","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":"Apache (Canada)","funders":"","keywords":"Contingency plan; Wildlife; Wildlife refuge; Oil spill; Agency (philosophy); Government (linguistics); Commonwealth; Environmental planning; Environmental resource management; Fishing; Environmental protection; Petroleum; Offshore oil and gas; Submarine pipeline; Environmental science; Business; Geography; Engineering; Fishery; Ecology; Management","score_opus":0.04369811256463961,"score_gpt":0.29001847869998537,"score_spread":0.24632036613534575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749317454","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":[0.7505949,0.0029928267,0.025035342,0.026901882,0.0003146421,0.00178817,0.00041953905,0.00036575837,0.19158699],"genre_scores_gemma":[0.91702247,0.0015931994,0.02804063,0.0015853151,0.00003566986,0.0004903521,0.000213481,0.00007008533,0.05094878],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960121,0.0017704082,0.00015938097,0.00050284417,0.0008374621,0.0007178665],"domain_scores_gemma":[0.9915637,0.0011473496,0.00069911033,0.00047321,0.0030704406,0.003046279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009896348,0.00019584193,0.000224475,0.0019489866,0.004684899,0.0031846822,0.0016399581,0.0009145618,0.0043737544],"category_scores_gemma":[0.0060304715,0.00043409865,0.00023247905,0.0013449565,0.0016455412,0.0026110066,0.0062344284,0.0013246855,0.00050644303],"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":[0.00029882212,0.00096648076,0.08505185,0.0013647226,0.00012608248,0.004279064,0.2344095,0.0051378794,0.020900955,0.043396864,0.052750684,0.55131716],"study_design_scores_gemma":[0.000026808098,0.000710823,0.1993276,0.0006291774,0.000044668806,0.0011042138,0.22546192,0.0060203685,0.0036375034,0.0059615867,0.5569302,0.00014526733],"about_ca_topic_score_codex":0.14653467,"about_ca_topic_score_gemma":0.24529098,"teacher_disagreement_score":0.14653467,"about_ca_system_score_codex":0.008558626,"about_ca_system_score_gemma":0.029218659,"threshold_uncertainty_score":0.29136354},"labels":[],"label_agreement":null},{"id":"W2749472659","doi":"10.1071/aj14072","title":"Economic impacts and effects on communities of the CSG industry in Queensland","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Mining and Resource Management","field":"Engineering","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 Energy","funders":"","keywords":"Economic impact analysis; Business; Economic evaluation; Natural resource economics; Environmental planning; Environmental resource management; Economics; Engineering; Geography; Civil engineering","score_opus":0.015051549541166423,"score_gpt":0.21122943715648682,"score_spread":0.1961778876153204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749472659","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":[0.9917761,0.00034177344,0.00006111174,0.0011409785,0.000009448275,0.000020471782,0.00009475376,0.0000030025994,0.006552345],"genre_scores_gemma":[0.9970693,0.0004288443,0.00007231487,0.0000803873,0.000006005938,0.000012240036,0.000033633387,0.0000018065265,0.0022955728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883944,0.00040585184,0.000022115573,0.000056342622,0.00027059446,0.00040563862],"domain_scores_gemma":[0.9981184,0.00028031974,0.00051060115,0.000042666376,0.00035295077,0.00069522107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094038324,0.00015042892,0.00018922224,0.00094401935,0.0026542307,0.0013029588,0.0005003254,0.00039297648,0.008366505],"category_scores_gemma":[0.0019740956,0.00014771249,0.00031062055,0.0011970373,0.0014979473,0.0007676251,0.0030176148,0.00056503166,0.00020208242],"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":[0.00081312435,0.0009709575,0.6999394,0.00076706026,0.00017824584,0.0073718666,0.09468571,0.0029022347,0.006363145,0.011435849,0.009581541,0.1649909],"study_design_scores_gemma":[0.000015131761,0.00037017,0.9320388,0.00015527214,0.0000201117,0.00024069741,0.05362111,0.00051321456,0.00014196368,0.0009675183,0.011896335,0.00001969904],"about_ca_topic_score_codex":0.23308241,"about_ca_topic_score_gemma":0.43773717,"teacher_disagreement_score":0.23308241,"about_ca_system_score_codex":0.0053897826,"about_ca_system_score_gemma":0.003842487,"threshold_uncertainty_score":0.46345145},"labels":[],"label_agreement":null},{"id":"W2749501311","doi":"10.1071/aj09057","title":"Pipeline routing challenges for upstream PNG LNG project*","year":2010,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Mining and Resource Management","field":"Engineering","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":"Summit Pacific College","funders":"","keywords":"Upstream (networking); Scale (ratio); Environmental resource management; Schedule; Process (computing); Flexibility (engineering); Business; Environmental planning; Computer science; Environmental science; Geography; Telecommunications","score_opus":0.02356781290715244,"score_gpt":0.24068875365012538,"score_spread":0.21712094074297295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749501311","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":[0.6908798,0.0015905864,0.102106005,0.036875453,0.00063034036,0.0011192155,0.00076484174,0.00083858473,0.16519515],"genre_scores_gemma":[0.9062113,0.0021822564,0.05317917,0.00075728615,0.000050220384,0.00034804412,0.0004073055,0.00013438544,0.036729977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917966,0.00027404958,0.000034632292,0.000105486986,0.00021776579,0.00018834147],"domain_scores_gemma":[0.99855083,0.00056192506,0.00012321756,0.00010849962,0.0004976939,0.00015777284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002442951,0.00033890593,0.00018203669,0.0005530891,0.0026999614,0.0023708188,0.0010169728,0.0012460094,0.005662037],"category_scores_gemma":[0.0033978152,0.00025808858,0.0002726946,0.00068814127,0.00061635853,0.0017015834,0.0014383593,0.0012410507,0.0005659752],"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":[0.00032092218,0.00050063914,0.028325059,0.0009974121,0.00007663337,0.006965012,0.008691959,0.12478673,0.013417928,0.12652126,0.05175129,0.6376451],"study_design_scores_gemma":[0.00008567076,0.0014843357,0.036734696,0.0012229519,0.00018685858,0.0035480822,0.06847266,0.162922,0.01992255,0.105864815,0.5993026,0.00025283845],"about_ca_topic_score_codex":0.032293055,"about_ca_topic_score_gemma":0.052862994,"teacher_disagreement_score":0.032293055,"about_ca_system_score_codex":0.002977734,"about_ca_system_score_gemma":0.00663931,"threshold_uncertainty_score":0.06421018},"labels":[],"label_agreement":null},{"id":"W2749583876","doi":"10.1071/aj14108","title":"South West Hub CCS Project: Lessons to be learned from the 2014 3D seismic survey","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"CO2 Sequestration and Geologic Interactions","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":"Seismic survey; Baseline (sea); Scope (computer science); Quarter (Canadian coin); Government (linguistics); Geological survey; Procurement; Drilling; Environmental resource management; Environmental planning; Engineering; Mining engineering; Geology; Business; Geography; Environmental science; Computer science; Archaeology; Seismology","score_opus":0.15864245273099012,"score_gpt":0.331770015174637,"score_spread":0.17312756244364688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749583876","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":[0.31767276,0.011329802,0.05391595,0.39530748,0.007021615,0.0021316512,0.013352505,0.0015209024,0.19774733],"genre_scores_gemma":[0.6318885,0.0234065,0.17860432,0.025389314,0.0010594043,0.0026372962,0.015831362,0.0012324499,0.1199509],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966016,0.0011590894,0.00016869107,0.00023351186,0.0012801589,0.0005570207],"domain_scores_gemma":[0.9901383,0.0015869329,0.00031289906,0.00056904525,0.0051777214,0.0022151389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008974273,0.00054869126,0.00041214484,0.001257055,0.00222562,0.0029949783,0.0011013283,0.0015561322,0.0064959247],"category_scores_gemma":[0.010405132,0.00029138726,0.00037429787,0.0022036962,0.0013932694,0.0024454333,0.0032481148,0.0024321885,0.0017894334],"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":[0.00019490691,0.00051980134,0.039208103,0.0014891138,0.000042611002,0.0014622419,0.02874475,0.002267307,0.0030838193,0.01845478,0.28174827,0.6227842],"study_design_scores_gemma":[0.00003465974,0.00037661853,0.07528565,0.002367668,0.000033013443,0.00047602665,0.05292566,0.0020851016,0.0015768145,0.0114869075,0.85323375,0.00011813235],"about_ca_topic_score_codex":0.17858994,"about_ca_topic_score_gemma":0.37205857,"teacher_disagreement_score":0.17858994,"about_ca_system_score_codex":0.004256571,"about_ca_system_score_gemma":0.033127442,"threshold_uncertainty_score":0.35510087},"labels":[],"label_agreement":null},{"id":"W2749635418","doi":"10.1071/aj08005","title":"Post-rift marine transgression of the southern Browse Basin margin: controls on hydrocarbon reservoir development and exploration potential","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological formations and processes","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":"ConocoPhillips (Canada)","funders":"","keywords":"Geology; Progradation; Marine transgression; Paleontology; Escarpment; Basement; Alluvial fan; Proterozoic; Continental margin; Geomorphology; Sedimentary depositional environment; Structural basin; Tectonics","score_opus":0.014108334546502016,"score_gpt":0.1978104786442017,"score_spread":0.1837021440976997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749635418","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":[0.9993679,0.00002824847,0.00000937145,0.000010137998,2.7171185e-7,6.628392e-7,0.000020243062,0.0000011951115,0.00056190183],"genre_scores_gemma":[0.9994118,0.000042571668,0.000015683408,0.0000060159327,0.0000010925935,0.0000013275366,0.00005439856,0.0000014649952,0.000465692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999603,0.000006456729,0.000002356557,0.000011345754,0.0000052529645,0.000014303489],"domain_scores_gemma":[0.999808,0.000025967824,0.000053060212,0.0000075749763,0.000028778377,0.00007669529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013495969,0.00009085471,0.00010042227,0.00029260747,0.00018230629,0.0005757542,0.00013333875,0.00018868696,0.0021412962],"category_scores_gemma":[0.00032294873,0.00009160705,0.00008597548,0.00023491487,0.0003214056,0.00022765463,0.00033937182,0.00012342741,0.00020671928],"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":[0.00029196093,0.000046842983,0.92610633,0.00002807904,0.000040914103,0.00074093725,0.0013128461,0.00049429527,0.058898345,0.0011977042,0.00017222491,0.010669521],"study_design_scores_gemma":[0.00000237028,0.000023886665,0.9990171,0.0000024740527,0.0000028162915,0.000050734674,0.00019741582,0.00013490517,0.00028908259,0.000038063507,0.00023975915,0.0000013939022],"about_ca_topic_score_codex":0.024101408,"about_ca_topic_score_gemma":0.08789464,"teacher_disagreement_score":0.024101408,"about_ca_system_score_codex":0.00043939706,"about_ca_system_score_gemma":0.00046950072,"threshold_uncertainty_score":0.047922254},"labels":[],"label_agreement":null},{"id":"W2749691557","doi":"10.1071/aj14035","title":"Rift processes in the Westralian Superbasin, North West Shelf, Australia: insights from 2D deep reflection seismic interpretation and potential fields modelling","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Effigis (Canada)","funders":"","keywords":"Geology; Rift; Paleontology; Inversion (geology); Terrane; Seismology; Permian; Craton; Basement; Cretaceous; Structural basin; Tectonics","score_opus":0.040831741941950155,"score_gpt":0.2341265244538825,"score_spread":0.19329478251193233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749691557","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":[0.9963911,0.00013726545,0.0015750031,0.00007330305,0.0000011084685,0.000012239295,0.00014825666,0.000025013253,0.0016367385],"genre_scores_gemma":[0.9974825,0.00016270994,0.0015378601,0.0000065618146,0.000001323837,0.000007201618,0.000110040986,0.000007603886,0.0006843377],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999497,0.00001001839,0.000004496313,0.000015152049,0.000012984037,0.000007554665],"domain_scores_gemma":[0.99992037,0.000015792122,0.00002375653,0.0000065855343,0.000023348772,0.000010133422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012070338,0.00024232893,0.00009366101,0.00065084756,0.00018948095,0.00077117817,0.00027796233,0.00029280782,0.0007385313],"category_scores_gemma":[0.0005139658,0.00033038005,0.00020760737,0.0006204199,0.00030753863,0.0005303179,0.00041688574,0.00011427593,0.00013742564],"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":[0.00013843772,0.00012397142,0.6532979,0.00029163377,0.00012364493,0.0024615414,0.013649399,0.136509,0.03396676,0.006957682,0.0009239235,0.151556],"study_design_scores_gemma":[0.00000990419,0.00004319669,0.7958656,0.000035634977,0.00002528183,0.00024074805,0.0016288904,0.1977777,0.0007435879,0.0012867888,0.0023199283,0.00002277589],"about_ca_topic_score_codex":0.12622313,"about_ca_topic_score_gemma":0.1580806,"teacher_disagreement_score":0.12622313,"about_ca_system_score_codex":0.0008434272,"about_ca_system_score_gemma":0.0005072641,"threshold_uncertainty_score":0.25097692},"labels":[],"label_agreement":null},{"id":"W2749704820","doi":"10.1071/aj15016","title":"Innovative borehole treatment utilising inflatable packer straddle system technology","year":2016,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Straddle; Engineering; Drill; Borehole; Petroleum engineering; Geology; Geotechnical engineering; Mechanical engineering","score_opus":0.009542057025404196,"score_gpt":0.21048462647457533,"score_spread":0.20094256944917113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749704820","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":[0.92622125,0.00043944299,0.06898911,0.00008904731,0.000038235343,0.00027242056,0.00012209923,0.00037336999,0.0034550317],"genre_scores_gemma":[0.9409624,0.0002758782,0.05517817,0.00004863274,0.000008357935,0.00006761499,0.000090850124,0.000028494498,0.003339585],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997979,0.000019719426,0.0000128577685,0.000034212717,0.000109441,0.000025892954],"domain_scores_gemma":[0.9998808,0.000030228483,0.000031354684,0.0000185907,0.000025960477,0.00001302557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000238403,0.00019396388,0.00024196254,0.00045989975,0.00028032533,0.0003526954,0.00040891633,0.00038344492,0.0015871086],"category_scores_gemma":[0.00024761292,0.00016335065,0.00022489339,0.00032315476,0.00041422134,0.00042314798,0.00039315913,0.0003907055,0.0003292252],"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":[0.000106880536,0.00007914468,0.0021284246,0.00021918568,0.000008186735,0.00021353197,0.00026788734,0.0023057826,0.959386,0.0003325411,0.0001932977,0.034759082],"study_design_scores_gemma":[0.000099906465,0.003056794,0.036485337,0.00004329543,0.000040473988,0.0011565319,0.0004872497,0.012497025,0.92891234,0.00049794663,0.016646555,0.00007652297],"about_ca_topic_score_codex":0.0008443036,"about_ca_topic_score_gemma":0.0051524886,"teacher_disagreement_score":0.0015871086,"about_ca_system_score_codex":0.00021738083,"about_ca_system_score_gemma":0.0003061024,"threshold_uncertainty_score":0.0053094625},"labels":[],"label_agreement":null},{"id":"W2749709352","doi":"10.1071/aj00036","title":"SHALE OIL—A NEW PRODUCTION DEVELOPMENT PARADIGM","year":2001,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydrocarbon exploration and reservoir analysis","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":"Oil shale; Retort; Petroleum; Shale oil; Fossil fuel; Petroleum industry; Joint venture; Tight oil; Engineering; Production (economics); Unconventional oil; Waste management; Environmental science; Petroleum engineering; Environmental engineering; Business; Geology","score_opus":0.020010373964582974,"score_gpt":0.21791450554659098,"score_spread":0.197904131582008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749709352","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":[0.040461205,0.012835753,0.19277504,0.0497838,0.0008179675,0.0003315937,0.00017165621,0.00048292588,0.70233995],"genre_scores_gemma":[0.6347407,0.022037556,0.14451128,0.005291263,0.0007466988,0.0005284148,0.00027579922,0.00037279137,0.19149554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986387,0.0003025401,0.00004353767,0.00022368152,0.0006264578,0.00016506144],"domain_scores_gemma":[0.9986964,0.00024578013,0.000071251045,0.00017743358,0.00045381644,0.0003553516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028396323,0.00056663423,0.0002633942,0.0012258885,0.0013240182,0.005019456,0.001837618,0.0017357946,0.007985037],"category_scores_gemma":[0.0017624804,0.00041409972,0.00041141923,0.00068741373,0.003813637,0.01071066,0.0046751765,0.001973206,0.0013433044],"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":[0.000032212636,0.00007356078,0.0004655356,0.00017394898,0.000006675839,0.00030998598,0.0013993485,0.0017939722,0.0020356316,0.89638,0.011592575,0.08573662],"study_design_scores_gemma":[0.000031328065,0.00016686,0.00042097925,0.00022895688,0.000007976814,0.0005142817,0.0017000942,0.009170201,0.0019149294,0.2692984,0.7165161,0.000029844681],"about_ca_topic_score_codex":0.0050027166,"about_ca_topic_score_gemma":0.0054189167,"teacher_disagreement_score":0.007985037,"about_ca_system_score_codex":0.004559798,"about_ca_system_score_gemma":0.0056923022,"threshold_uncertainty_score":0.033083797},"labels":[],"label_agreement":null},{"id":"W2749848366","doi":"10.1071/aj14019","title":"Evaluation and application of calcite scale inhibitor in an offshore pH stabilised MEG system—an Australian first","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Calcium Carbonate Crystallization and Inhibition","field":"Materials 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":"Nalco (Canada)","funders":"","keywords":"Subsea; Fouling; Calcite; Process engineering; Scale (ratio); Environmental science; Chemistry; Engineering; Membrane; Mineralogy; Marine engineering","score_opus":0.040722278889121444,"score_gpt":0.30232092711604663,"score_spread":0.2615986482269252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749848366","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":[0.9638049,0.006357452,0.016237613,0.000430557,0.00013862675,0.0005439193,0.00041806998,0.00030936574,0.01175948],"genre_scores_gemma":[0.96360594,0.005227954,0.016566422,0.00014903054,0.000025313708,0.00014156215,0.00036123433,0.000083956984,0.013838616],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953115,0.000035134653,0.000024786696,0.000049501417,0.00032438524,0.00003509299],"domain_scores_gemma":[0.99972826,0.000037814338,0.00004747655,0.00002532278,0.00012700005,0.00003405214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062171184,0.0002453372,0.00042987365,0.00030823695,0.0003473132,0.0007816848,0.00057044154,0.00052499626,0.0008910613],"category_scores_gemma":[0.0006288379,0.00017233279,0.00035243863,0.00028641082,0.00032948737,0.00041995142,0.00048872916,0.0006353568,0.00047266766],"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":[0.00014680966,0.000091327616,0.00063015753,0.0006662265,0.0000141132095,0.0001808023,0.00015053789,0.0008241927,0.97766876,0.0003043032,0.0004063337,0.018916475],"study_design_scores_gemma":[0.000014272958,0.0009733929,0.0023820922,0.000030438378,0.00003838557,0.00023736415,0.000090653906,0.0028543915,0.9738072,0.000050360446,0.019501287,0.000020031812],"about_ca_topic_score_codex":0.0033349665,"about_ca_topic_score_gemma":0.0063077826,"teacher_disagreement_score":0.0033349665,"about_ca_system_score_codex":0.0007016744,"about_ca_system_score_gemma":0.0007335987,"threshold_uncertainty_score":0.006631136},"labels":[],"label_agreement":null},{"id":"W2749868670","doi":"10.1071/aj14092","title":"Lessons learned from developing offsets in the Brigalow Belt of Queensland","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Environmental Conservation and Management","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":"Canadian College of Osteopathy","funders":"","keywords":"Woodland; Geography; Work (physics); Habitat; Biodiversity; Environmental resource management; Vegetation (pathology); Fauna; Natural (archaeology); Agroforestry; Environmental protection; Environmental planning; Ecology; Engineering; Archaeology; Environmental science","score_opus":0.12206695342675244,"score_gpt":0.29622695286367823,"score_spread":0.17415999943692578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749868670","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":[0.63305575,0.015973387,0.011732547,0.19253802,0.0011816872,0.0014700704,0.00054587406,0.00022786428,0.14327474],"genre_scores_gemma":[0.9097346,0.013238805,0.031959027,0.007042307,0.00019738953,0.00036014267,0.00045570827,0.00012289516,0.036889154],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99579054,0.0013927647,0.00016520462,0.0003438743,0.0009324991,0.0013751549],"domain_scores_gemma":[0.9947456,0.0010066208,0.00025380042,0.0002694042,0.0013075962,0.002417008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005830666,0.00049231,0.00039087745,0.0007611068,0.0046000555,0.0042295847,0.002620541,0.0015705476,0.011647388],"category_scores_gemma":[0.0065228357,0.0003488995,0.00036390842,0.0009802287,0.0018013282,0.0030667477,0.004807644,0.0018588046,0.00092025794],"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":[0.00024857235,0.0015259255,0.049417824,0.0036817053,0.00008666183,0.008499107,0.092738956,0.006928914,0.0100217,0.051673554,0.09550512,0.67967194],"study_design_scores_gemma":[0.00019427687,0.002177954,0.105690375,0.0033450418,0.00010972739,0.0021895915,0.15294792,0.0025791267,0.0040291687,0.018423647,0.70818734,0.00012582743],"about_ca_topic_score_codex":0.15794247,"about_ca_topic_score_gemma":0.29350337,"teacher_disagreement_score":0.15794247,"about_ca_system_score_codex":0.009572049,"about_ca_system_score_gemma":0.04277014,"threshold_uncertainty_score":0.31404626},"labels":[],"label_agreement":null},{"id":"W2749883754","doi":"10.1071/aj13047","title":"Structural architecture and basin evaluation of the North West Shelf","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological and Geophysical Studies","field":"Earth and Planetary Sciences","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":"Optech (Canada)","funders":"","keywords":"Geology; Rift; Structural basin; Paleontology; Crust; Continental margin; Passive margin; Hydrocarbon exploration; Continental crust; Earth science; Tectonics","score_opus":0.017707735997878195,"score_gpt":0.20254421192910887,"score_spread":0.18483647593123068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749883754","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":[0.9963897,0.000046108777,0.00024455666,0.000012174041,0.0000012835739,0.000013597117,0.00096093176,0.000020907559,0.002310711],"genre_scores_gemma":[0.9951037,0.00006266422,0.0009794292,0.000007043153,0.0000013316997,0.000015851734,0.002479015,0.00001482808,0.0013362069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99989533,0.00001278008,0.000010418579,0.00003100569,0.000028142616,0.000022366448],"domain_scores_gemma":[0.9998443,0.000017704027,0.000018886429,0.000019270616,0.00008156506,0.00001829914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002179553,0.00018662466,0.00017313292,0.0017290843,0.0002642099,0.0006071777,0.0002796572,0.00018708094,0.0026657525],"category_scores_gemma":[0.0005162932,0.00019570549,0.00021558239,0.0012977102,0.0001642052,0.00031653317,0.00049859006,0.000095828065,0.00038646848],"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":[0.00019719324,0.00009425608,0.89095324,0.000087266286,0.00009484236,0.00038388456,0.0010711976,0.01968799,0.013325391,0.0010047321,0.0011478422,0.071952194],"study_design_scores_gemma":[0.000011326459,0.00005879635,0.9518124,0.00001817158,0.00002834737,0.000099487705,0.00084330473,0.04161406,0.0019179932,0.00011926303,0.003466723,0.000010162339],"about_ca_topic_score_codex":0.082758665,"about_ca_topic_score_gemma":0.15571569,"teacher_disagreement_score":0.082758665,"about_ca_system_score_codex":0.0007189802,"about_ca_system_score_gemma":0.0004464115,"threshold_uncertainty_score":0.16455394},"labels":[],"label_agreement":null},{"id":"W2749902307","doi":"10.1071/aj08016","title":"DrillACE concept for New Zealand waters","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","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":"Deck; Submarine pipeline; Engineering; Procurement; Quarter (Canadian coin); Civil engineering; Marine engineering; Construction engineering; Forensic engineering; Structural engineering; Geotechnical engineering; Geography; Business; Archaeology","score_opus":0.006821676060020989,"score_gpt":0.1983914328989622,"score_spread":0.1915697568389412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749902307","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":[0.033551183,0.007896892,0.21002372,0.003718388,0.0029628302,0.0007753774,0.0006779208,0.0021828339,0.7382109],"genre_scores_gemma":[0.19968067,0.013211283,0.17672445,0.00074405194,0.00041055863,0.00091348606,0.0008437149,0.0004967151,0.6069751],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994504,0.00002518076,0.000022684577,0.000059401773,0.00038006747,0.00006227806],"domain_scores_gemma":[0.99972063,0.000015038476,0.000023795881,0.000020598784,0.00014035453,0.000079474754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040552297,0.00074100046,0.0002709228,0.0007465741,0.0010083935,0.0023673433,0.001103877,0.000971143,0.0342315],"category_scores_gemma":[0.00068328547,0.00039368984,0.00037459936,0.0005979648,0.001037602,0.0027276354,0.0022694073,0.0013319782,0.006435181],"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":[0.00020634272,0.0000654943,0.0014934922,0.0012665365,0.000017833263,0.002946631,0.002454065,0.0038749506,0.058719102,0.27944684,0.09052077,0.5589879],"study_design_scores_gemma":[0.000026359261,0.00018999404,0.0018023647,0.00021626583,0.000010764696,0.0016076302,0.00089277833,0.0019846796,0.0040969984,0.007918729,0.9812166,0.000036785652],"about_ca_topic_score_codex":0.027018733,"about_ca_topic_score_gemma":0.054454472,"teacher_disagreement_score":0.0342315,"about_ca_system_score_codex":0.0017255914,"about_ca_system_score_gemma":0.0041222316,"threshold_uncertainty_score":0.11451584},"labels":[],"label_agreement":null},{"id":"W2750047537","doi":"10.1071/aj07083","title":"Trends and historical perspectives in the international supply and demand for energy","year":2008,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy Security and Policy","field":"Energy","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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Supply and demand; Energy demand; Energy (signal processing); Energy supply; Natural resource economics; Economics; Economic geography; Business; Regional science; Geography; Macroeconomics","score_opus":0.027606415677328036,"score_gpt":0.2539363738322164,"score_spread":0.22632995815488838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750047537","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":[0.26063526,0.16640925,0.0027202694,0.12024948,0.0026166127,0.000032472395,0.005319767,0.000099411875,0.44191745],"genre_scores_gemma":[0.8035507,0.15757285,0.0018157967,0.0027987794,0.0026203324,0.000033762328,0.0022925565,0.000073592586,0.029241618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99941146,0.000094271076,0.000068365625,0.000109887864,0.0001954464,0.0001205934],"domain_scores_gemma":[0.9987379,0.00038836474,0.0003764975,0.00004696255,0.00032774277,0.0001225335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013298609,0.00023289969,0.00018716266,0.0045957346,0.00095677644,0.0050411983,0.00042956643,0.0009234388,0.011465364],"category_scores_gemma":[0.002427759,0.00019349044,0.0002442277,0.017147794,0.0017080397,0.0052232267,0.00085194455,0.0017818672,0.0010268204],"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":[0.00048339303,0.000092668706,0.08510621,0.0022797282,0.000078642406,0.0007931445,0.025808917,0.0010628137,0.0023258072,0.59361964,0.06448139,0.2238676],"study_design_scores_gemma":[0.000007912281,0.00010434411,0.11020521,0.0011999115,0.000039622504,0.0010511582,0.03582023,0.000765603,0.0010501051,0.026743572,0.82295173,0.000060543643],"about_ca_topic_score_codex":0.0070783417,"about_ca_topic_score_gemma":0.01601137,"teacher_disagreement_score":0.011465364,"about_ca_system_score_codex":0.0031296916,"about_ca_system_score_gemma":0.0011319207,"threshold_uncertainty_score":0.03835547},"labels":[],"label_agreement":null},{"id":"W2750195617","doi":"10.1071/aj16277","title":"Opening comments by session facilitator","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Educational Robotics and Engineering","field":"Computer 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":"World Federation of Science Journalists","funders":"","keywords":"Facilitator; Session (web analytics); Computer science; Psychology; World Wide Web; Social psychology","score_opus":0.02285276658241408,"score_gpt":0.2856227703076855,"score_spread":0.26277000372527143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750195617","genre_codex":"editorial","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025720812,0.001783094,0.045875303,0.30006686,0.32724953,0.011435453,0.010529613,0.017852321,0.25948703],"genre_scores_gemma":[0.07695483,0.001010239,0.015454942,0.073140204,0.02688372,0.01659705,0.0025287692,0.008833682,0.7785965],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860342,0.0070013534,0.00061067904,0.0016263714,0.0030776267,0.0016498049],"domain_scores_gemma":[0.9019287,0.023063662,0.002518546,0.005216752,0.048776984,0.01849546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020091597,0.0018364621,0.0014931337,0.0011420851,0.0064292173,0.005644983,0.0027224193,0.005447975,0.26332375],"category_scores_gemma":[0.12454423,0.00064793526,0.0011048781,0.0008719022,0.0012924586,0.005175145,0.006883002,0.011752075,0.17324933],"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":[0.00043948088,0.00011611693,0.00020953637,0.00031633885,0.000007824595,0.00017880103,0.004565611,0.00006814493,0.0021365096,0.0009930946,0.96998346,0.02098512],"study_design_scores_gemma":[0.00007541541,0.00014567302,0.00075321365,0.00028523785,0.000013825856,0.000052321146,0.007943982,0.00023503091,0.001248435,0.0011234876,0.98806083,0.00006254083],"about_ca_topic_score_codex":0.0021431984,"about_ca_topic_score_gemma":0.004080515,"teacher_disagreement_score":0.26332375,"about_ca_system_score_codex":0.0045106877,"about_ca_system_score_gemma":0.0065138377,"threshold_uncertainty_score":0.88090575},"labels":[],"label_agreement":null},{"id":"W2750203702","doi":"10.1071/aj11008","title":"2011 PESA industry review: securing gas supplies for domestic consumption in the long term","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Alberta Energy","funders":"","keywords":"Natural gas; Context (archaeology); Business; Production (economics); Consumption (sociology); Service (business); Cogeneration; Natural resource economics; Government (linguistics); Electricity generation; Economy; Commerce; Economics; Waste management; Power (physics); Engineering; Geography","score_opus":0.03685255528287101,"score_gpt":0.3380424008661145,"score_spread":0.30118984558324347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750203702","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":[0.00031706938,0.99079293,0.000107538246,0.0024842732,0.0015687731,0.000012796347,0.000051903404,0.000006570651,0.0046581235],"genre_scores_gemma":[0.0021159463,0.99308574,0.00018436657,0.0011940768,0.00060783676,0.000013824908,0.000098836514,0.0000050275817,0.0026943681],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926585,0.00017908185,0.00012632913,0.00008351041,0.00029512035,0.000050074494],"domain_scores_gemma":[0.99720854,0.0008748565,0.0004411713,0.000053338194,0.001312277,0.00010978543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017915291,0.0007005679,0.0012463364,0.002728586,0.0003908316,0.001730508,0.0008754998,0.0019133595,0.0071982713],"category_scores_gemma":[0.0034827227,0.00038908978,0.0005151466,0.0062763235,0.00038638007,0.0019546917,0.00050759886,0.0014465937,0.00384902],"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":[0.00014254311,0.000074723255,0.0005267046,0.03285293,0.00021611649,0.00021506891,0.00014552429,0.00038125983,0.0010700092,0.0045130276,0.22519565,0.73466647],"study_design_scores_gemma":[0.000011538841,0.000077834644,0.0015869071,0.008084868,0.00013533111,0.00029205717,0.000115568415,0.00006233491,0.00027139173,0.0006525616,0.9886988,0.000010764403],"about_ca_topic_score_codex":0.0046372283,"about_ca_topic_score_gemma":0.011091521,"teacher_disagreement_score":0.0071982713,"about_ca_system_score_codex":0.0012651086,"about_ca_system_score_gemma":0.0042701964,"threshold_uncertainty_score":0.024080634},"labels":[],"label_agreement":null},{"id":"W2750254806","doi":"10.1071/aj11136","title":"Creating a sustainable business for the 21st century","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","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":"World Federation of Science Journalists","funders":"","keywords":"Business; Process management","score_opus":0.01149779146974779,"score_gpt":0.22074676389654482,"score_spread":0.20924897242679702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750254806","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":[0.0067171915,0.0070061185,0.005763865,0.08544043,0.010663202,0.000093812916,0.00012907005,0.00014104936,0.88404524],"genre_scores_gemma":[0.20884253,0.02604973,0.011310479,0.010768533,0.0059586028,0.000121613055,0.0002789656,0.0002745838,0.7363949],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884474,0.0002761135,0.00003188008,0.00004766427,0.0006571911,0.00014244288],"domain_scores_gemma":[0.9982876,0.0004096973,0.00012304606,0.00011629608,0.00052810507,0.0005351187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014367575,0.00026708553,0.00017585051,0.0007918378,0.0023691696,0.007631257,0.00033181437,0.0020463734,0.06196376],"category_scores_gemma":[0.004037311,0.00012174406,0.00026620692,0.0011990155,0.0014910038,0.003853705,0.0032522827,0.001930632,0.01142087],"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":[0.000043110085,0.000058675803,0.0011108498,0.00043237497,0.0000121307785,0.00027781256,0.0020060216,0.00024800593,0.0018776078,0.4099292,0.40590873,0.17809542],"study_design_scores_gemma":[0.000002392246,0.000017866445,0.00039617598,0.00018951965,0.0000033285628,0.00012756225,0.0019090802,0.00013877037,0.0004861193,0.029104682,0.9676175,0.0000069552734],"about_ca_topic_score_codex":0.0014911068,"about_ca_topic_score_gemma":0.006010198,"teacher_disagreement_score":0.06196376,"about_ca_system_score_codex":0.0018485677,"about_ca_system_score_gemma":0.003775923,"threshold_uncertainty_score":0.20728946},"labels":[],"label_agreement":null},{"id":"W2750280641","doi":"10.1071/aj08043","title":"Esso Australia’s process safety management process*","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","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":"ExxonMobil (Canada)","funders":"","keywords":"Process (computing); Work (physics); Submarine pipeline; Process safety; Engineering; Petroleum industry; nobody; Oil and natural gas; Fossil fuel; Work in process; Operations management; Business; Waste management; Computer security; Computer science; Environmental engineering; Mechanical engineering","score_opus":0.09349642710883149,"score_gpt":0.4325288985065529,"score_spread":0.3390324713977214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750280641","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":[0.029819645,0.0021843628,0.14486356,0.07118458,0.0067812703,0.0070571704,0.0015839876,0.007547611,0.7289778],"genre_scores_gemma":[0.05111117,0.0008618434,0.046738334,0.0073648617,0.0005864924,0.0009449075,0.0017691468,0.0015663867,0.88905686],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9808741,0.002514168,0.00086605543,0.0012640029,0.013326045,0.0011555873],"domain_scores_gemma":[0.96824604,0.0023342539,0.001437218,0.0027160216,0.020961681,0.0043047722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018879622,0.0006382296,0.0003320888,0.0016076113,0.003700795,0.007315777,0.0015016949,0.0029282826,0.053310774],"category_scores_gemma":[0.02166465,0.00083885255,0.00056623254,0.0010610623,0.0020852545,0.0040633166,0.005136645,0.004054444,0.02408711],"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":[0.00011309904,0.00030045098,0.0016363084,0.0006225243,0.0000149834095,0.00078183593,0.010191347,0.0013296467,0.017610345,0.058060024,0.62484854,0.28449094],"study_design_scores_gemma":[0.00000518418,0.00003773512,0.000943982,0.00008618689,0.0000014772024,0.00006003036,0.0003916549,0.0005446572,0.0010907941,0.0014082463,0.9954188,0.000011353752],"about_ca_topic_score_codex":0.02280091,"about_ca_topic_score_gemma":0.021029526,"teacher_disagreement_score":0.053310774,"about_ca_system_score_codex":0.006021253,"about_ca_system_score_gemma":0.026368639,"threshold_uncertainty_score":0.17834234},"labels":[],"label_agreement":null},{"id":"W2750330405","doi":"10.1071/aj08050","title":"Coal seam gas in Australia’s progression to a low carbon economy*","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Climate change; Greenhouse gas; Climate change mitigation; Natural resource economics; Energy supply; Emissions trading; Renewable energy; Low-carbon economy; Coal; Business; Carbon capture and storage (timeline); Energy security; Economics; Energy (signal processing); Engineering; Waste management","score_opus":0.00834338951094768,"score_gpt":0.24099472854171627,"score_spread":0.2326513390307686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750330405","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":[0.5260583,0.02091612,0.0020016164,0.18339466,0.0030908813,0.00010927304,0.00046714643,0.00008561305,0.26387635],"genre_scores_gemma":[0.7496782,0.013358984,0.0018282968,0.011692297,0.00047763292,0.000039520026,0.00015675914,0.000029799494,0.22273844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997162,0.000043339853,0.000010445721,0.000026056527,0.00013586506,0.00006803461],"domain_scores_gemma":[0.9996942,0.000026453154,0.00003188432,0.000007940435,0.000103227205,0.00013622081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004218909,0.00012918697,0.000079325655,0.00037277307,0.0022637793,0.002147032,0.0003475795,0.001521163,0.007285739],"category_scores_gemma":[0.00066973205,0.00012047145,0.00015357352,0.00051281264,0.000612032,0.0012926944,0.0013755216,0.0015593161,0.0005024902],"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":[0.00017694726,0.0002932367,0.059586436,0.0015327508,0.000045621044,0.0056307195,0.05098847,0.0025287736,0.010612235,0.36824018,0.23719566,0.263169],"study_design_scores_gemma":[0.0000066760986,0.0001393722,0.10502724,0.0003908423,0.000012023867,0.00053986337,0.011598649,0.0020175902,0.00097608974,0.021628426,0.8576261,0.00003710895],"about_ca_topic_score_codex":0.1526251,"about_ca_topic_score_gemma":0.28986007,"teacher_disagreement_score":0.1526251,"about_ca_system_score_codex":0.0041875914,"about_ca_system_score_gemma":0.0072831973,"threshold_uncertainty_score":0.3034734},"labels":[],"label_agreement":null},{"id":"W2750335289","doi":"10.1071/aj14147","title":"Opening comments by session facilitator","year":2015,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Educational Robotics and Engineering","field":"Computer 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":"Novelis (Canada)","funders":"","keywords":"Facilitator; Session (web analytics); Psychology; Computer science; World Wide Web; Social psychology","score_opus":0.038786851644692574,"score_gpt":0.26994230266941793,"score_spread":0.23115545102472534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750335289","genre_codex":"editorial","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":[0.025905605,0.0017538476,0.04657131,0.29576373,0.32287297,0.011725982,0.010510185,0.01828002,0.2666163],"genre_scores_gemma":[0.07519649,0.00097388326,0.015320908,0.0705826,0.025852384,0.016204655,0.0024650153,0.008676622,0.7847274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98642784,0.0067584733,0.0006026637,0.0015906082,0.0030126893,0.0016077356],"domain_scores_gemma":[0.9037963,0.022787053,0.0024814368,0.005219701,0.04793463,0.017780922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019900411,0.0018211529,0.0014840227,0.0011359417,0.006389701,0.005550188,0.0027137606,0.0053572403,0.26570597],"category_scores_gemma":[0.12281171,0.0006498719,0.001081657,0.0008733739,0.0012778589,0.005076948,0.0067105093,0.011599439,0.17575718],"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":[0.00044250154,0.00011396081,0.0002066423,0.00030920233,0.0000075509165,0.00017776004,0.0045141266,0.000067818604,0.002200679,0.0009923808,0.9699182,0.021049153],"study_design_scores_gemma":[0.00007432573,0.00014392639,0.0007423697,0.00027534732,0.000013483606,0.00005126986,0.0077182055,0.00023583035,0.0012657222,0.0010968547,0.9883215,0.000061168364],"about_ca_topic_score_codex":0.0021638246,"about_ca_topic_score_gemma":0.0041017225,"teacher_disagreement_score":0.26570597,"about_ca_system_score_codex":0.0044640633,"about_ca_system_score_gemma":0.0063546216,"threshold_uncertainty_score":0.888875},"labels":[],"label_agreement":null},{"id":"W2750379933","doi":"10.1071/aj12014","title":"Ensuring domestic supplies of natural gas for Australian businesses and households","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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 Energy","funders":"","keywords":"Natural gas; Incentive; Business; Context (archaeology); Reservation; Gas consumption; Liquefied natural gas; Consumption (sociology); Downstream (manufacturing); Natural resource economics; Economic shortage; Production (economics); Industrial gas; Economics; Industrial organization; Environmental economics; Market economy; Waste management; Engineering; Marketing; Microeconomics","score_opus":0.016702060252486314,"score_gpt":0.2709801950278262,"score_spread":0.2542781347753399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750379933","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":[0.58074415,0.0047347555,0.024905633,0.06712852,0.0002638384,0.00030521667,0.00085830165,0.0003511763,0.32070848],"genre_scores_gemma":[0.93778574,0.0032062035,0.0082703745,0.002352923,0.0000680438,0.00009542592,0.00020719705,0.000050507253,0.047963534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987814,0.00036907868,0.00003928464,0.00009903784,0.00040205035,0.0003091117],"domain_scores_gemma":[0.9980959,0.0002604606,0.00029820547,0.00018984075,0.00083796657,0.00031760128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016994948,0.00022041817,0.00028597153,0.00050963426,0.0025690908,0.0034050324,0.00085993117,0.0014407645,0.013445517],"category_scores_gemma":[0.00435107,0.000297095,0.00024163909,0.0009905706,0.00089847593,0.0035209197,0.003022791,0.0007769768,0.0022404045],"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":[0.0002228876,0.00047653835,0.11805718,0.0020034565,0.0000910674,0.0028125187,0.02822897,0.007306151,0.03794526,0.13188575,0.091766894,0.57920325],"study_design_scores_gemma":[0.000015853368,0.00039074876,0.15585409,0.0008804366,0.00006291087,0.0010239375,0.04153747,0.0071995207,0.008503678,0.04231358,0.74211586,0.00010200521],"about_ca_topic_score_codex":0.056323048,"about_ca_topic_score_gemma":0.09076299,"teacher_disagreement_score":0.056323048,"about_ca_system_score_codex":0.0038787369,"about_ca_system_score_gemma":0.009329279,"threshold_uncertainty_score":0.11199045},"labels":[],"label_agreement":null},{"id":"W2750404327","doi":"10.1071/aj10086","title":"Hydrocarbon charge in the onshore Canning Basin: insights from quantitative fluorescence and fluid inclusion investigations*","year":2011,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","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":"Golder Associates (Canada)","funders":"","keywords":"Structural basin; Geology; Petroleum; Inclusion (mineral); Fluid inclusions; API gravity; Hydrocarbon; Fluorescence; Basin modelling; Mineralogy; Geochemistry; Sedimentary basin; Geomorphology; Chemistry; Paleontology; Quartz","score_opus":0.03265630185959935,"score_gpt":0.23012310948191816,"score_spread":0.19746680762231883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750404327","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":[0.9988996,0.000052139978,0.00024029905,0.000010713902,4.1131494e-7,0.0000054664924,0.00006976528,0.000004303362,0.00071728724],"genre_scores_gemma":[0.99844354,0.00007284628,0.0006453604,0.000011796967,8.20727e-7,0.000005150918,0.00008048689,0.000004227536,0.0007358203],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999039,0.000007653711,0.0000030716628,0.000023502802,0.000035739165,0.000026109783],"domain_scores_gemma":[0.99987864,0.000020232907,0.000023319602,0.0000029634573,0.000060165712,0.000014562074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014675796,0.00016904897,0.00016921526,0.00094982685,0.00049611914,0.00038831346,0.00020307253,0.0003093088,0.00061953504],"category_scores_gemma":[0.00020371386,0.00015969692,0.00009867771,0.00053950096,0.0004812759,0.0002923986,0.00029798146,0.0001978753,0.000110977366],"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":[0.00028130537,0.00010252848,0.23818743,0.0001390052,0.000027357657,0.0006439906,0.002447486,0.0010180242,0.74185354,0.0002652215,0.00014765283,0.014886554],"study_design_scores_gemma":[0.000004548068,0.00013594834,0.9545188,0.000014660788,0.0000140938455,0.00024341849,0.0018108641,0.00402706,0.037933405,0.0000915811,0.0011891582,0.000016558122],"about_ca_topic_score_codex":0.10017871,"about_ca_topic_score_gemma":0.16716895,"teacher_disagreement_score":0.10017871,"about_ca_system_score_codex":0.0008314165,"about_ca_system_score_gemma":0.00038951865,"threshold_uncertainty_score":0.19919121},"labels":[],"label_agreement":null},{"id":"W2750521589","doi":"10.1071/aj15042","title":"Diversity, inclusion and CSG: the challenges and the benefits","year":2016,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Labor Movements and Unions","field":"Social 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":"Alberta Energy","funders":"","keywords":"Workforce; Diversity (politics); Inclusion (mineral); Public relations; Negotiation; Reputation; Opposition (politics); Political science; Business; Sociology; Social science","score_opus":0.03196546965598637,"score_gpt":0.2611180591578936,"score_spread":0.22915258950190723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750521589","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":[0.13564469,0.019153649,0.011500801,0.59596765,0.0033012703,0.00011742097,0.00006141108,0.00008549028,0.2341676],"genre_scores_gemma":[0.9267977,0.0079050865,0.0059134667,0.028924236,0.0023487457,0.0001352849,0.000057104982,0.00007862613,0.02783966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.96880037,0.019534059,0.00066212896,0.0014948068,0.0054978,0.004010898],"domain_scores_gemma":[0.9698193,0.012423473,0.002123806,0.0021511053,0.002328867,0.011153504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022141725,0.00044331542,0.00074198615,0.0023082187,0.020252505,0.020751372,0.002861836,0.008342592,0.01273835],"category_scores_gemma":[0.024540396,0.00044315742,0.0006527705,0.0028733846,0.041218944,0.017132355,0.045401867,0.007706958,0.001264855],"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":[0.00011127176,0.00027386757,0.013960727,0.00076560286,0.00003712408,0.0009375372,0.09002266,0.00052642426,0.00065042794,0.5436438,0.044472974,0.30459756],"study_design_scores_gemma":[0.000023433664,0.00025240448,0.0107238805,0.0017162382,0.000011648852,0.00072866556,0.17063837,0.00031942152,0.000272377,0.3406088,0.47463298,0.00007170818],"about_ca_topic_score_codex":0.0062335036,"about_ca_topic_score_gemma":0.011474669,"teacher_disagreement_score":0.022141725,"about_ca_system_score_codex":0.00548796,"about_ca_system_score_gemma":0.014186524,"threshold_uncertainty_score":0.11709803},"labels":[],"label_agreement":null},{"id":"W2750575850","doi":"10.1071/aj08058","title":"Accounting and financial reporting considerations for oil and gas companies operating under Australia’s proposed Carbon Pollution Reduction Scheme*","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Greenhouse gas; Business; Legislation; Cash flow; Accounting; Deregulation; Corporate governance; Finance; Petroleum industry; Carbon footprint; Cash; Fossil fuel; Natural resource economics; Economics; Engineering; Waste management; Environmental engineering","score_opus":0.05365167640056301,"score_gpt":0.3242222535097781,"score_spread":0.2705705771092151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750575850","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":[0.56124914,0.0117886225,0.008675035,0.22358333,0.0015816217,0.0010561268,0.0008521146,0.0002966149,0.19091736],"genre_scores_gemma":[0.9577189,0.004700448,0.010302949,0.007840089,0.0017339061,0.00018033614,0.00034397133,0.000035501856,0.017143939],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9687195,0.011300484,0.0036505552,0.0009479124,0.012204755,0.0031767855],"domain_scores_gemma":[0.8709926,0.060849994,0.030596152,0.004818875,0.027754005,0.0049884263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03951845,0.00039244318,0.00039446034,0.002654362,0.0039153295,0.010380092,0.002082069,0.0046214564,0.005250372],"category_scores_gemma":[0.106003866,0.0005033584,0.0008843455,0.002422914,0.0020649699,0.005283664,0.002544149,0.0030112236,0.000757106],"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":[0.0012691441,0.00082971604,0.16283788,0.0010498421,0.00017941567,0.010374384,0.0151205165,0.014663558,0.010999057,0.32319248,0.11801675,0.34146717],"study_design_scores_gemma":[0.0002944899,0.0024815784,0.35841414,0.0020842173,0.00045548088,0.0072407387,0.020662375,0.04313721,0.009974011,0.059194475,0.49492636,0.0011348769],"about_ca_topic_score_codex":0.02933884,"about_ca_topic_score_gemma":0.03706103,"teacher_disagreement_score":0.03951845,"about_ca_system_score_codex":0.006540752,"about_ca_system_score_gemma":0.014398513,"threshold_uncertainty_score":0.208996},"labels":[],"label_agreement":null},{"id":"W2806046626","doi":"10.1071/aj17229","title":"Full waveform inversion: early start of model building process to resolve the complex near surface model in the Exmouth sub-basin, North West Shelf Australia","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Seismic Imaging and Inversion Techniques","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":"BC Research (Canada)","funders":"","keywords":"Overburden; Workflow; Geology; Inversion (geology); Structural basin; Preprocessor; Computer science; Seismology; Mining engineering; Paleontology; Artificial intelligence","score_opus":0.06320562894312569,"score_gpt":0.2756794974741122,"score_spread":0.2124738685309865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806046626","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":[0.22197422,0.00012014049,0.7556089,0.0005255023,0.0000778042,0.00032895946,0.002882925,0.0072740763,0.011207386],"genre_scores_gemma":[0.53853774,0.00016184665,0.4503997,0.00009615443,0.000023221111,0.0002967952,0.004927327,0.001499661,0.0040574614],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998524,0.000017751205,0.000010288158,0.00003154996,0.00006366676,0.000024334902],"domain_scores_gemma":[0.99964726,0.000081774444,0.000020364125,0.00006227132,0.00016191062,0.000026385698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066934986,0.000579091,0.00034622438,0.0005301794,0.0004571475,0.0010383135,0.0010112451,0.00060637214,0.0037541152],"category_scores_gemma":[0.002063798,0.0005514638,0.00056968955,0.00039267988,0.0002769579,0.0010710439,0.0008529644,0.0011048912,0.0017534096],"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":[0.0001290751,0.00020028772,0.020279203,0.00024763859,0.000072148294,0.00045979905,0.00070840045,0.7001308,0.05634291,0.0071034143,0.006228303,0.20809805],"study_design_scores_gemma":[0.00001747768,0.000035879213,0.0038097403,0.000018579643,0.000011947829,0.00005630388,0.00012729714,0.9789372,0.00903053,0.0018955946,0.0060365377,0.000022985327],"about_ca_topic_score_codex":0.025033854,"about_ca_topic_score_gemma":0.033764947,"teacher_disagreement_score":0.025033854,"about_ca_system_score_codex":0.00064717495,"about_ca_system_score_gemma":0.0024798797,"threshold_uncertainty_score":0.049776316},"labels":[],"label_agreement":null},{"id":"W2807032400","doi":"10.1071/aj17176","title":"Geomechanical insights in the Bedout Sub-basin: exploiting technologies for understanding reservoir settings","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Drilling and Well Engineering","field":"Engineering","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":"Geomechanica (Canada)","funders":"","keywords":"Geology; Wireline; Drilling; Seismology; Geotechnical engineering; Borehole; Shear (geology); Petrology; Engineering","score_opus":0.034595494664425006,"score_gpt":0.23047368895469028,"score_spread":0.19587819429026526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807032400","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":[0.96216637,0.001101373,0.030385839,0.00029053324,0.000008273862,0.00005709574,0.0007865657,0.00028560832,0.0049184486],"genre_scores_gemma":[0.98438245,0.0008137229,0.01404639,0.000035910547,0.0000095616315,0.000018403745,0.00018237092,0.000017960643,0.00049330975],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999286,0.000008837487,0.000004349157,0.000022674856,0.000020500913,0.000015060997],"domain_scores_gemma":[0.9998933,0.00002657059,0.000027884804,0.000012343328,0.000025704197,0.000014104727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014852473,0.00030786163,0.00023014414,0.0016074206,0.00025157505,0.000825868,0.00042629134,0.00042004915,0.0009454668],"category_scores_gemma":[0.00034329607,0.00027060375,0.000113925045,0.0011519514,0.0003913062,0.0011804991,0.00047997542,0.00033148334,0.00017692285],"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":[0.00019649797,0.00028250893,0.3663141,0.00063748914,0.000113663154,0.0023355295,0.0031053543,0.055123024,0.38506195,0.007038169,0.0008533945,0.17893827],"study_design_scores_gemma":[0.000016260272,0.00016622784,0.75082856,0.00011255447,0.0000435328,0.00073280104,0.0035945403,0.20387049,0.02802245,0.0067732665,0.005768615,0.00007063437],"about_ca_topic_score_codex":0.008180563,"about_ca_topic_score_gemma":0.023156194,"teacher_disagreement_score":0.008180563,"about_ca_system_score_codex":0.00042006615,"about_ca_system_score_gemma":0.00034531034,"threshold_uncertainty_score":0.01626587},"labels":[],"label_agreement":null},{"id":"W2807244622","doi":"10.1071/aj17072","title":"Numerical investigation of dynamic and static properties of reservoir rocks","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Rock Mechanics and Modeling","field":"Engineering","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":"BC Research (Canada)","funders":"","keywords":"Discrete element method; Geology; Finite element method; Geomechanics; Computer simulation; Scale (ratio); Replicate; Geotechnical engineering; Computer science; Mechanics; Structural engineering; Engineering; Mathematics; Simulation","score_opus":0.020543462140016077,"score_gpt":0.2155160952022271,"score_spread":0.19497263306221102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807244622","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":[0.8208994,0.00092014734,0.14622627,0.00041590063,0.000059111928,0.000104459374,0.0013076259,0.00056878984,0.029498283],"genre_scores_gemma":[0.9830321,0.00030663682,0.014622457,0.0000134488555,0.000006399966,0.000052562333,0.00023642622,0.000024854939,0.0017050673],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985814,0.000020850466,0.000015705682,0.000028540551,0.000056473877,0.00002018337],"domain_scores_gemma":[0.9997286,0.00012830671,0.000041403124,0.000039620485,0.000050460763,0.000011716484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028433732,0.0002586796,0.00037302705,0.00074679684,0.00034772698,0.00058297976,0.00044748923,0.00080673874,0.0013924032],"category_scores_gemma":[0.0010546583,0.00022199623,0.00035717743,0.00072004774,0.0005220253,0.0005544445,0.0003992502,0.00030012152,0.00025246746],"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":[0.000050766055,0.0000591555,0.009531076,0.00016216146,0.000019593255,0.0002321941,0.00011783228,0.94964504,0.018674739,0.004538241,0.0003383284,0.016630761],"study_design_scores_gemma":[0.0000036993483,0.00002067144,0.0021118284,0.000012874468,0.000004915196,0.000049052665,0.0000371755,0.9935313,0.0028005252,0.0005980778,0.00082050083,0.000009465808],"about_ca_topic_score_codex":0.004116584,"about_ca_topic_score_gemma":0.0029738136,"teacher_disagreement_score":0.004116584,"about_ca_system_score_codex":0.00035775267,"about_ca_system_score_gemma":0.00059756514,"threshold_uncertainty_score":0.008185267},"labels":[],"label_agreement":null},{"id":"W2807286659","doi":"10.1071/aj17066","title":"An overview of the new Geological and Bioregional Assessments Program","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Government (linguistics); Tight gas; Shale gas; Oil shale; Research program; Environmental planning; Sustainable development; Structural basin; Environmental resource management; Environmental science; Business; Engineering; Geology; Hydraulic fracturing; Political science; Petroleum engineering; Waste management","score_opus":0.033771609315888185,"score_gpt":0.31304551431710637,"score_spread":0.2792739050012182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807286659","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":[0.014159265,0.03500488,0.08129908,0.067709126,0.0033739985,0.007534978,0.033138406,0.0030626676,0.7547176],"genre_scores_gemma":[0.11940361,0.08261007,0.26098865,0.013187142,0.0021539973,0.007921833,0.052033644,0.0014918583,0.46020916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932024,0.0013280733,0.0005649586,0.00056850846,0.0036996251,0.00063647283],"domain_scores_gemma":[0.98936766,0.0010893629,0.0006407394,0.0007441871,0.0062844795,0.0018734894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017300565,0.0006087062,0.0004667268,0.006789482,0.0016402759,0.0065276683,0.002277219,0.0015564471,0.021690326],"category_scores_gemma":[0.009865015,0.00079456,0.0006673517,0.006084955,0.00082681805,0.0050676307,0.003904345,0.002491488,0.0070837163],"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":[0.00011047177,0.00040703942,0.008348117,0.0009809351,0.00003630708,0.0002308994,0.00062338053,0.0030404099,0.0014512927,0.07492455,0.29821742,0.61162925],"study_design_scores_gemma":[0.000008135846,0.000039333667,0.008940105,0.0003544259,0.0000055438923,0.00007440132,0.00014897368,0.0010588567,0.00023784368,0.0053623747,0.9837494,0.000020678479],"about_ca_topic_score_codex":0.058782,"about_ca_topic_score_gemma":0.07165753,"teacher_disagreement_score":0.058782,"about_ca_system_score_codex":0.008067686,"about_ca_system_score_gemma":0.04223959,"threshold_uncertainty_score":0.1168797},"labels":[],"label_agreement":null},{"id":"W2807339159","doi":"10.1071/aj17224","title":"The stratigraphic architecture, distribution and hydrocarbon potential of the organic-rich Kyalla and Velkerri shales of the Upper Roper Group (McArthur Basin)","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological and Geophysical Studies","field":"Earth and Planetary 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":"Sheridan College","funders":"","keywords":"Geology; Facies; Sedimentary depositional environment; Structural basin; Group (periodic table); Clastic rock; Paleontology; Sedimentary rock; Transgressive; Tectonics; Deposition (geology); Geomorphology; Petrology; Geochemistry","score_opus":0.0052509435455257505,"score_gpt":0.16528772483167675,"score_spread":0.160036781286151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807339159","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":[0.997519,0.00078591274,0.000041036554,0.000009177317,4.9680136e-7,0.000005348907,0.00012351791,0.0000026656953,0.0015127729],"genre_scores_gemma":[0.9987815,0.00043068174,0.000120641125,0.0000023083915,0.0000012098122,0.0000028567176,0.00016676521,0.0000013782917,0.0004926939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999207,0.000005534773,0.0000071088707,0.000024045054,0.000021656086,0.000020824447],"domain_scores_gemma":[0.999884,0.000010372777,0.000066982895,0.0000066270018,0.000019434794,0.000012556868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011180044,0.00010896089,0.0001286012,0.0017434258,0.0003864532,0.0005781207,0.00013302125,0.000073347735,0.00092745834],"category_scores_gemma":[0.0002063241,0.00009745866,0.000089665744,0.0012054289,0.0004756573,0.00029683963,0.00040339306,0.00008579858,0.0001314583],"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":[0.00012161882,0.000023745468,0.9114931,0.00026832378,0.00007073629,0.00047751982,0.0032522653,0.000359868,0.026491426,0.0005235344,0.00013208322,0.05678564],"study_design_scores_gemma":[9.650711e-7,0.000016144086,0.9985875,0.0000070382075,0.000007669614,0.00010420379,0.00032823044,0.00004070942,0.00026296577,0.000022794837,0.00061956677,0.0000021441751],"about_ca_topic_score_codex":0.047271613,"about_ca_topic_score_gemma":0.13128053,"teacher_disagreement_score":0.047271613,"about_ca_system_score_codex":0.00050736155,"about_ca_system_score_gemma":0.00038986743,"threshold_uncertainty_score":0.09399289},"labels":[],"label_agreement":null},{"id":"W2900525953","doi":"10.1071/aj12060","title":"The Atomic Model approach to operational assurance","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Technology Assessment and Management","field":"Engineering","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":"Cameco (Canada)","funders":"","keywords":"Operability; Maintainability; Reliability engineering; Process (computing); Crew; Reliability (semiconductor); Asset (computer security); Systems engineering; Component (thermodynamics); Risk analysis (engineering); Engineering; Computer science; Computer security","score_opus":0.008239401174802019,"score_gpt":0.2015676212827373,"score_spread":0.1933282201079353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900525953","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":[0.0030129964,0.002288623,0.8711614,0.006302326,0.00045091906,0.0001737614,0.00022717463,0.0006143948,0.11576838],"genre_scores_gemma":[0.3321368,0.008031923,0.5988936,0.002692851,0.0009944835,0.001180547,0.0007060678,0.00054073613,0.054822933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99547935,0.0015371661,0.00024554977,0.00046737684,0.0019259689,0.00034453778],"domain_scores_gemma":[0.99534565,0.0021229836,0.0003170652,0.0009865325,0.0010026045,0.00022511031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004940866,0.001190063,0.0007023066,0.002325509,0.0019700243,0.0064091566,0.003563154,0.0033770637,0.012535708],"category_scores_gemma":[0.007947147,0.0007417992,0.0017799608,0.0015357682,0.0067372983,0.008081356,0.0034610066,0.0059046275,0.0027257705],"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":[0.000005176586,0.000008100396,0.000055766708,0.00003471184,0.000006089948,0.000026926979,0.00012514133,0.0037380846,0.00015031474,0.9904303,0.001161512,0.0042579183],"study_design_scores_gemma":[0.00001852455,0.0000409238,0.00010100918,0.00012278411,0.000022334985,0.0001058774,0.00012561868,0.02904864,0.00056885957,0.8832717,0.08654902,0.000024602696],"about_ca_topic_score_codex":0.009456801,"about_ca_topic_score_gemma":0.0056189895,"teacher_disagreement_score":0.012535708,"about_ca_system_score_codex":0.00602329,"about_ca_system_score_gemma":0.0057383426,"threshold_uncertainty_score":0.043702245},"labels":[],"label_agreement":null},{"id":"W2900565259","doi":"10.1071/aj12044","title":"Introducing the Kerogen LNG Project Success Index","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","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":"Inro Consultants (Canada)","funders":"","keywords":"Government (linguistics); Business; Reputation; Index (typography); Quality (philosophy); Productivity; Finance; Marketing; Economics; Computer science; Economic growth","score_opus":0.006559851679497036,"score_gpt":0.19511768110942096,"score_spread":0.1885578294299239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900565259","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":[0.34604988,0.0049776556,0.16725038,0.008294535,0.0020030725,0.0017540834,0.012988008,0.0043334374,0.45234898],"genre_scores_gemma":[0.73573697,0.004128564,0.21394442,0.00069657,0.00030145567,0.00094815134,0.008442347,0.0006337499,0.035167776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99439985,0.0013368189,0.0007697727,0.00037209332,0.0027233665,0.00039809267],"domain_scores_gemma":[0.9928699,0.0020708481,0.0011769758,0.00033219584,0.0029687772,0.0005813052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004447951,0.00072365144,0.0005751276,0.01166688,0.0007376232,0.006181189,0.00086848985,0.0005373263,0.0054747863],"category_scores_gemma":[0.01449879,0.00026596035,0.00061695976,0.008085859,0.001254729,0.0038799127,0.0043937736,0.0013102968,0.002307607],"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":[0.00019210122,0.0003138978,0.2255594,0.0006351371,0.00018470724,0.00034851013,0.0025802301,0.007217791,0.0012086354,0.054471,0.050384995,0.65690356],"study_design_scores_gemma":[0.00007127487,0.00095624186,0.38972828,0.0015543617,0.00020073645,0.0012580091,0.015055932,0.035039164,0.0031870718,0.05846849,0.4939064,0.00057403324],"about_ca_topic_score_codex":0.007533709,"about_ca_topic_score_gemma":0.015168662,"teacher_disagreement_score":0.01166688,"about_ca_system_score_codex":0.0029408827,"about_ca_system_score_gemma":0.0024524832,"threshold_uncertainty_score":0.023523271},"labels":[],"label_agreement":null},{"id":"W2900827884","doi":"10.1071/aj12048","title":"A roadmap for community and investor satisfaction from unconventional gas development","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Centre for Excellence in Mining Innovation","funders":"","keywords":"Revenue; Government (linguistics); Business; Competition (biology); Commonwealth; State (computer science); Finance; Economics; Political science","score_opus":0.03211150500904093,"score_gpt":0.2703607632332692,"score_spread":0.23824925822422827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900827884","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":[0.005443339,0.0077289636,0.0040552295,0.90367,0.015865067,0.0005186774,0.00038299657,0.00076742814,0.06156833],"genre_scores_gemma":[0.17830113,0.02495995,0.046696007,0.53353524,0.010351279,0.0022729002,0.003276538,0.0008857974,0.19972122],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9753965,0.008185424,0.0011012059,0.0010816554,0.006488627,0.0077464934],"domain_scores_gemma":[0.9139802,0.0068697883,0.00236633,0.0021049946,0.018465925,0.05621288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026126752,0.0016959888,0.0013544068,0.002474501,0.008573241,0.02152072,0.0036294886,0.020651365,0.08499171],"category_scores_gemma":[0.03103732,0.00096399686,0.0016561978,0.0023117044,0.0049715634,0.01691451,0.037349854,0.017852869,0.017949097],"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":[0.00008294039,0.0005842827,0.0016242091,0.000835852,0.000022260112,0.001003294,0.0031324432,0.00025609665,0.00073806674,0.034135558,0.7872067,0.17037822],"study_design_scores_gemma":[0.0000598498,0.00017801466,0.0015222416,0.0006672759,0.000007145749,0.0002776179,0.008081658,0.00028638126,0.00019117593,0.014476756,0.9742027,0.00004916251],"about_ca_topic_score_codex":0.004863723,"about_ca_topic_score_gemma":0.0086707175,"teacher_disagreement_score":0.08499171,"about_ca_system_score_codex":0.005549438,"about_ca_system_score_gemma":0.066734806,"threshold_uncertainty_score":0.2843256},"labels":[],"label_agreement":null},{"id":"W2901170037","doi":"10.1071/aj12105","title":"Integrating human factors and prevention systems to improve safe operations and performance","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Intertek (Canada)","funders":"","keywords":"Harm; Risk analysis (engineering); Work (physics); Identification (biology); Work systems; Process management; Business; Knowledge management; Computer science; Engineering; Psychology; Social psychology","score_opus":0.07926453034730052,"score_gpt":0.4529507448571022,"score_spread":0.37368621450980166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901170037","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":[0.08914487,0.035114672,0.5725269,0.06665692,0.0046497514,0.0041893763,0.00060893485,0.0058229915,0.22128561],"genre_scores_gemma":[0.49968025,0.014008743,0.46063197,0.0048748264,0.00070197333,0.0016302514,0.00047826706,0.00019521503,0.017798465],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9859951,0.00690016,0.0009974154,0.0010486792,0.0042429017,0.0008155867],"domain_scores_gemma":[0.9734572,0.013183358,0.002755683,0.0020497383,0.006955365,0.0015985025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020214023,0.0015435463,0.00097573525,0.005595255,0.002827145,0.010949105,0.0016166653,0.002536228,0.008955044],"category_scores_gemma":[0.02421892,0.0005819552,0.0015709962,0.0029804292,0.0032641848,0.0063064946,0.0049329316,0.002799774,0.0018987203],"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":[0.00022072607,0.0011281958,0.0310762,0.002584792,0.0004578176,0.00030205547,0.01606485,0.005396046,0.0041508144,0.071260326,0.019476946,0.8478813],"study_design_scores_gemma":[0.00029587097,0.0032508604,0.1548482,0.010508773,0.00137421,0.00095631555,0.034396067,0.020358056,0.012745635,0.23554927,0.5249233,0.0007934064],"about_ca_topic_score_codex":0.010068515,"about_ca_topic_score_gemma":0.010901654,"teacher_disagreement_score":0.020214023,"about_ca_system_score_codex":0.005697662,"about_ca_system_score_gemma":0.01863801,"threshold_uncertainty_score":0.106903255},"labels":[],"label_agreement":null},{"id":"W2901459431","doi":"10.1071/aj12071","title":"The Latrobe Group and the 90-million-year beach","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Methane Hydrates and Related Phenomena","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":"Carbon Engineering (Canada)","funders":"","keywords":"Geology; Fluvial; Structural basin; Longshore drift; Paleontology; Sedimentary rock; Cretaceous; Shore; Oceanography; Sediment transport; Sediment","score_opus":0.004875492845126024,"score_gpt":0.1837485495151076,"score_spread":0.17887305666998157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901459431","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":[0.65047276,0.02232758,0.0050055254,0.0042491592,0.0007292893,0.000060740444,0.010944809,0.00040079842,0.3058094],"genre_scores_gemma":[0.85790336,0.011719857,0.007804027,0.00031205642,0.000121468605,0.000037706417,0.007088179,0.0001636885,0.1148497],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9998779,0.000007798214,0.0000049263367,0.000025726635,0.000057567446,0.000026063104],"domain_scores_gemma":[0.999828,0.000012097887,0.000067276895,0.000021338905,0.000035977842,0.000035358156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011430808,0.0003732572,0.0000936661,0.0012215407,0.00043449528,0.0013992592,0.00017166432,0.00026727328,0.010237851],"category_scores_gemma":[0.00041721793,0.00012498305,0.000137063,0.0015870217,0.00036752125,0.0007543187,0.0008088775,0.00022746243,0.0010797657],"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":[0.00023760155,0.000026285634,0.29496944,0.0006202757,0.00009498828,0.0014890926,0.004813506,0.0009205611,0.008903577,0.026269406,0.051671974,0.60998327],"study_design_scores_gemma":[0.000002901363,0.00003980206,0.5199969,0.00027482104,0.000011990681,0.00069141947,0.002836603,0.00013998641,0.0009393516,0.0008797872,0.4741731,0.000013358813],"about_ca_topic_score_codex":0.044244703,"about_ca_topic_score_gemma":0.18136965,"teacher_disagreement_score":0.044244703,"about_ca_system_score_codex":0.0009498961,"about_ca_system_score_gemma":0.0009396086,"threshold_uncertainty_score":0.08797437},"labels":[],"label_agreement":null},{"id":"W2901657402","doi":"10.1071/aj12088","title":"Using regional community consultative committees to improve stakeholder collaboration","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","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":"Stakeholder; Stakeholder engagement; Public relations; Quarter (Canadian coin); Stakeholder analysis; Project stakeholder; Value (mathematics); Business; Political science; Project charter; Project management; Management; Project planning; Computer science; Geography","score_opus":0.05902188021737039,"score_gpt":0.2572716158747559,"score_spread":0.1982497356573855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901657402","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":[0.058848996,0.008304816,0.30903053,0.12660277,0.009206376,0.0048857937,0.00034147868,0.0047160047,0.4780633],"genre_scores_gemma":[0.6430261,0.0036803377,0.23819335,0.021898253,0.0023211641,0.0046922285,0.00063232396,0.00243152,0.08312471],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.8144724,0.1417142,0.0048066927,0.006322329,0.024532644,0.00815181],"domain_scores_gemma":[0.7737195,0.097886026,0.014728252,0.027089253,0.06217999,0.024396967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13930361,0.0011658624,0.00090519676,0.0090428125,0.017847776,0.020852074,0.005739115,0.0057695583,0.020868722],"category_scores_gemma":[0.17391542,0.0011369511,0.0014076246,0.005735756,0.00878443,0.015303479,0.033210903,0.008079322,0.0076211095],"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":[0.00017229968,0.0005101318,0.0069008856,0.0017516053,0.00018313869,0.0024730517,0.16420299,0.0037228744,0.003959772,0.23337622,0.22208074,0.36066625],"study_design_scores_gemma":[0.00006876232,0.00018481897,0.0035827425,0.0016555062,0.00005849579,0.00053272635,0.03952382,0.0022523077,0.0011123403,0.052549213,0.8982971,0.00018215312],"about_ca_topic_score_codex":0.011368245,"about_ca_topic_score_gemma":0.01767768,"teacher_disagreement_score":0.13930361,"about_ca_system_score_codex":0.014712202,"about_ca_system_score_gemma":0.038726635,"threshold_uncertainty_score":0.73671675},"labels":[],"label_agreement":null},{"id":"W2949444942","doi":"10.1071/aj18178","title":"Natural gas separation at CO2CRC’s Otway National Research Facility","year":2019,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","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":"BC Research (Canada)","funders":"","keywords":"Natural gas; Benchmarking; Methane; Environmental science; Process engineering; Petroleum engineering; Shore; Engineering; Waste management; Geology; Chemistry; Business","score_opus":0.03122191830401049,"score_gpt":0.3073112626599177,"score_spread":0.2760893443559072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949444942","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":[0.79138863,0.003240736,0.041285742,0.0066146827,0.0013723448,0.0018254591,0.012139769,0.008332217,0.13380037],"genre_scores_gemma":[0.8663982,0.001060141,0.04579998,0.00073345104,0.00011295662,0.0004526364,0.0121682035,0.000875402,0.07239899],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971825,0.0001668796,0.000051330644,0.00054857327,0.0013878478,0.0006628965],"domain_scores_gemma":[0.99717844,0.00030117718,0.00014668661,0.0003974284,0.0014059925,0.00057023315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025334272,0.00075848604,0.00087604683,0.0012353603,0.0036799859,0.0015548917,0.0017656107,0.0012332615,0.010327865],"category_scores_gemma":[0.0015041104,0.00048550393,0.0006135073,0.00087836874,0.0014360066,0.0022821482,0.0014414446,0.0021895887,0.0020893586],"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":[0.005008405,0.001537187,0.029379316,0.0009123197,0.0002309633,0.0015837624,0.00088690507,0.0044069868,0.7565746,0.007756004,0.087961785,0.103761785],"study_design_scores_gemma":[0.0007333071,0.0041707912,0.033928186,0.00011905569,0.000093769166,0.0014143877,0.0007539647,0.0259468,0.660845,0.00092622166,0.27079797,0.00027065323],"about_ca_topic_score_codex":0.0536367,"about_ca_topic_score_gemma":0.11010068,"teacher_disagreement_score":0.0536367,"about_ca_system_score_codex":0.0045525488,"about_ca_system_score_gemma":0.0072084772,"threshold_uncertainty_score":0.10664898},"labels":[],"label_agreement":null},{"id":"W2951198698","doi":"10.1071/aj19007","title":"Australian Government’s exploration initiatives","year":2019,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Commonwealth; Government (linguistics); Business; Petroleum exploration; Energy sector; Manufacturing sector; Value (mathematics); Energy security; Economic growth; Natural resource economics; Petroleum; Political science; Engineering; Economics","score_opus":0.027914305945607475,"score_gpt":0.26680135129118326,"score_spread":0.23888704534557578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951198698","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":[0.021862593,0.009116849,0.010458806,0.16602695,0.00699074,0.00094900356,0.0049348073,0.0024351159,0.77722514],"genre_scores_gemma":[0.14418925,0.008280498,0.02690183,0.032910306,0.0006315726,0.0010279999,0.0036099562,0.0006021938,0.78184646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937376,0.0009818482,0.00016666779,0.0002768045,0.00404662,0.00079055835],"domain_scores_gemma":[0.99181795,0.00080423057,0.00024644742,0.0006365064,0.0040699346,0.0024249186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055133803,0.0004998751,0.0004638629,0.0021694698,0.004230262,0.0034528542,0.0017228075,0.0031512969,0.03213845],"category_scores_gemma":[0.0129490625,0.0004899321,0.00088213047,0.002268155,0.0010958528,0.0018817398,0.0067363796,0.002445211,0.0056469347],"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":[0.00009363006,0.0002504593,0.0028468804,0.0007178157,0.000042442767,0.00042550027,0.0021170508,0.0015380403,0.0012433653,0.08476038,0.7506718,0.15529263],"study_design_scores_gemma":[0.000012907224,0.000034783265,0.003567732,0.00010346553,0.000008564495,0.000089339286,0.0002859345,0.00108479,0.00016470983,0.004079768,0.9905516,0.000016456028],"about_ca_topic_score_codex":0.18871361,"about_ca_topic_score_gemma":0.19731247,"teacher_disagreement_score":0.18871361,"about_ca_system_score_codex":0.0068227984,"about_ca_system_score_gemma":0.059330314,"threshold_uncertainty_score":0.37523037},"labels":[],"label_agreement":null},{"id":"W2952469231","doi":"10.1071/aj18300","title":"The role of gas in transforming energy","year":2019,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Renewable energy; Fossil fuel; Natural resource economics; Business; Quarter (Canadian coin); Population; Energy source; Economy; Economics; Engineering; Geography; Waste management; Electrical engineering","score_opus":0.005002207068108807,"score_gpt":0.2315280456297471,"score_spread":0.2265258385616383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952469231","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":[0.011575163,0.22378698,0.013599595,0.22924739,0.025969272,0.00009985841,0.00037758352,0.00069361,0.49465057],"genre_scores_gemma":[0.38555592,0.3478689,0.022966925,0.06434258,0.013279448,0.0002168266,0.0005163969,0.0010126531,0.16424033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980976,0.00065216783,0.000057118545,0.0002221021,0.0006647323,0.0003062651],"domain_scores_gemma":[0.9987728,0.0004903849,0.000082181476,0.00015578358,0.00028561155,0.0002132465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029790732,0.00074712,0.00048637728,0.0009341901,0.0022663611,0.0064706528,0.0010867588,0.003867524,0.014215708],"category_scores_gemma":[0.003951592,0.00026872716,0.00035423876,0.0012007682,0.008900533,0.010757091,0.004502488,0.0052941754,0.0043401537],"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":[0.000047001504,0.000037052476,0.00039484553,0.00037950778,0.000009325039,0.0002543224,0.0013382748,0.0006513473,0.0009792635,0.872145,0.063435204,0.060328957],"study_design_scores_gemma":[0.0000055681635,0.000025624473,0.00014508975,0.00040814726,0.0000028565166,0.000087915825,0.0009375595,0.0002344668,0.00047527524,0.11869187,0.87896895,0.000016711541],"about_ca_topic_score_codex":0.004624592,"about_ca_topic_score_gemma":0.004411177,"teacher_disagreement_score":0.014215708,"about_ca_system_score_codex":0.0030650045,"about_ca_system_score_gemma":0.0030569113,"threshold_uncertainty_score":0.04755628},"labels":[],"label_agreement":null},{"id":"W2953313527","doi":"10.1071/aj18323","title":"Panel discussion: Staying the course — east coast gas market challenges and opportunities","year":2019,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy Security and Policy","field":"Energy","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":"Northern College","funders":"","keywords":"Course (navigation); Panel discussion; East coast; Business; Engineering; Oceanography; Geology; Advertising; Aerospace engineering","score_opus":0.07176425107813586,"score_gpt":0.25332947099842457,"score_spread":0.1815652199202887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953313527","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":[0.0030128397,0.0011123718,0.00037020675,0.8901578,0.026461093,0.00014986705,0.0007006481,0.000046256275,0.07798891],"genre_scores_gemma":[0.038301796,0.0029377104,0.00083059794,0.658668,0.011181383,0.00043695094,0.000638271,0.00014278728,0.28686255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985696,0.00025531166,0.000044412445,0.00020764155,0.00036299945,0.00056010525],"domain_scores_gemma":[0.99668413,0.001111938,0.00011669965,0.00008928382,0.0009505442,0.001047506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006022488,0.0006166092,0.00053703215,0.00038865625,0.009348481,0.00828304,0.0017437023,0.026886605,0.0708731],"category_scores_gemma":[0.006862344,0.00033575,0.0010835681,0.00073842326,0.0016411078,0.0063060643,0.0032827223,0.017567005,0.012758616],"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":[0.000029276276,0.000015264057,0.00018338289,0.000039209364,0.0000023672171,0.00019983038,0.00043298738,0.000034917623,0.00020711233,0.004668254,0.99133366,0.0028536913],"study_design_scores_gemma":[0.000019667654,0.000018459128,0.0009554767,0.00017147507,0.000008170131,0.000048947586,0.0048949597,0.00005916855,0.0002511992,0.0028288965,0.9907197,0.000023767427],"about_ca_topic_score_codex":0.02392063,"about_ca_topic_score_gemma":0.06164181,"teacher_disagreement_score":0.0708731,"about_ca_system_score_codex":0.004224324,"about_ca_system_score_gemma":0.012423458,"threshold_uncertainty_score":0.2370941},"labels":[],"label_agreement":null},{"id":"W2979144778","doi":"10.1071/aj09129","title":"Kipper-Tuna-Turrum","year":2010,"lang":"fr","type":"article","venue":"The APPEA Journal","topic":"Artificial Intelligence in Games","field":"Computer 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":"ARC Resources (Canada)","funders":"","keywords":"Tuna; Fishery; Biology; Fish <Actinopterygii>","score_opus":0.04579326281708071,"score_gpt":0.3023424895758868,"score_spread":0.2565492267588061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979144778","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":[0.011509799,0.010372387,0.0039561084,0.012515335,0.011702129,0.00028817527,0.010462401,0.0031237043,0.93606997],"genre_scores_gemma":[0.038813505,0.0024066218,0.0021697439,0.00073975354,0.0006191143,0.00011194713,0.0045597893,0.0007365414,0.94984305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991769,0.00012074322,0.000041199928,0.00019651357,0.00028313042,0.00018143069],"domain_scores_gemma":[0.9987594,0.00016918777,0.00008073017,0.00017005383,0.00038784975,0.00043275877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010277702,0.0014168371,0.0016166908,0.0011758192,0.0014638116,0.0030044387,0.0013662375,0.0018901232,0.68443716],"category_scores_gemma":[0.002517477,0.00031053383,0.000663735,0.0009958844,0.00053505355,0.0017656502,0.0032618945,0.0017949697,0.43165833],"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":[0.0029979406,0.00033396936,0.0015445016,0.00097290037,0.00007859912,0.0014373517,0.00032304565,0.0004739921,0.0061370474,0.033034578,0.56068176,0.39198428],"study_design_scores_gemma":[0.00009696884,0.000115188275,0.0015904974,0.00017774139,0.000015874992,0.000555141,0.00015961225,0.00028473858,0.0015347039,0.0017836815,0.99367297,0.000012925196],"about_ca_topic_score_codex":0.003018764,"about_ca_topic_score_gemma":0.002600452,"teacher_disagreement_score":0.68443716,"about_ca_system_score_codex":0.0015301198,"about_ca_system_score_gemma":0.0014656018,"threshold_uncertainty_score":0.4501121},"labels":[],"label_agreement":null},{"id":"W3024735780","doi":"10.1071/aj19109","title":"Innovative digital inspection methodology","year":2020,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","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":"Intertek (Canada)","funders":"","keywords":"Reliability engineering; Engineering; Computer science; Systems engineering","score_opus":0.04884695514514458,"score_gpt":0.22498215211790298,"score_spread":0.1761351969727584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024735780","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":[0.003945176,0.001331436,0.9365291,0.00067059667,0.0006439865,0.00047132495,0.00036229182,0.0019841385,0.054061975],"genre_scores_gemma":[0.082061864,0.0024570813,0.87080884,0.00091053674,0.0002840307,0.00080830615,0.0009260057,0.0005738629,0.04116955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99218106,0.0013943792,0.0005429249,0.0011192885,0.0044881552,0.00027424662],"domain_scores_gemma":[0.9940322,0.0013080162,0.00042597868,0.0015497757,0.0024946732,0.0001893661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003958856,0.0011491718,0.00055725855,0.005864524,0.0011549679,0.0051049334,0.002469076,0.0016689363,0.014406643],"category_scores_gemma":[0.00786983,0.0005882235,0.0008840069,0.0041849394,0.0026516505,0.0051139477,0.0049079177,0.0015482516,0.0053307586],"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":[0.000105273255,0.00009620553,0.001804894,0.0007632889,0.000037863258,0.00028563477,0.0010284318,0.004109536,0.013096416,0.17552741,0.01771654,0.78542846],"study_design_scores_gemma":[0.00007355099,0.00039313704,0.0031689294,0.00087725424,0.000096086784,0.0029439102,0.0012893609,0.036252957,0.028648537,0.11149293,0.8145299,0.00023337614],"about_ca_topic_score_codex":0.0017688147,"about_ca_topic_score_gemma":0.0014871329,"teacher_disagreement_score":0.014406643,"about_ca_system_score_codex":0.0017758353,"about_ca_system_score_gemma":0.0024143197,"threshold_uncertainty_score":0.048195064},"labels":[],"label_agreement":null},{"id":"W3024926839","doi":"10.1071/aj19199","title":"Impact of downward releases on the risk profile in hydrocarbon process plants","year":2020,"lang":"en","type":"article","venue":"The APPEA Journal","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":"SNC-Lavalin (Canada)","funders":"","keywords":"Risk analysis (engineering); Environmental science; Sensitivity (control systems); Process (computing); Hazard; Jet (fluid); Risk assessment; Computer science; Engineering; Business","score_opus":0.0826791918826496,"score_gpt":0.3735492072073044,"score_spread":0.2908700153246548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024926839","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":[0.9741589,0.00023129748,0.019733997,0.00015755527,0.000007469044,0.000049547143,0.00021075286,0.000078403,0.005372115],"genre_scores_gemma":[0.9983115,0.000059283353,0.0012311644,0.000009043395,0.0000015872492,0.000008770711,0.00005999824,0.000008335362,0.00031032588],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99868673,0.0006006623,0.000054520766,0.000111907866,0.00040009874,0.00014609394],"domain_scores_gemma":[0.9940918,0.004345301,0.00072587904,0.00018664618,0.0005458353,0.00010458645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023077454,0.0005325274,0.00030814207,0.00079719705,0.00037540245,0.0011062225,0.00035771774,0.0005720194,0.0011861953],"category_scores_gemma":[0.0045164637,0.00026785056,0.0006007336,0.0004417535,0.00059006584,0.000847752,0.0007830089,0.0008034345,0.00015939449],"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":[0.00049594016,0.000085082196,0.019794801,0.000084576655,0.000047779704,0.00067729014,0.00013863383,0.953161,0.01103347,0.0022830134,0.00021295993,0.011985475],"study_design_scores_gemma":[0.000049606064,0.0017445846,0.056802895,0.000059240036,0.000100884165,0.00050096674,0.0007330155,0.9012721,0.030543268,0.007040533,0.0010554784,0.00009753255],"about_ca_topic_score_codex":0.0053842356,"about_ca_topic_score_gemma":0.0035754677,"teacher_disagreement_score":0.0053842356,"about_ca_system_score_codex":0.0009459452,"about_ca_system_score_gemma":0.0004150415,"threshold_uncertainty_score":0.012204647},"labels":[],"label_agreement":null},{"id":"W3025181000","doi":"10.1071/aj19226","title":"Lessons from 5 years of GISERA economic research","year":2020,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Mining and Resource Management","field":"Engineering","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":"St. Thomas University","funders":"","keywords":"Portfolio; Alliance; Business; Balance (ability); Agriculture; Fossil fuel; Public policy; Public support; Economics; Economic growth; Public economics; Political science; Finance; Engineering; Geography","score_opus":0.09129456981688193,"score_gpt":0.3085004807527773,"score_spread":0.21720591093589536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025181000","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017264334,0.10204191,0.0072844764,0.81657475,0.011281386,0.000092903516,0.0008903385,0.00012391525,0.044445947],"genre_scores_gemma":[0.35227028,0.24811912,0.048248723,0.2623908,0.024222413,0.00076530065,0.001410718,0.00066416967,0.061908524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9787011,0.010282755,0.0010890126,0.0023407815,0.005187957,0.0023983184],"domain_scores_gemma":[0.9113234,0.05586352,0.0022685127,0.007625517,0.013790478,0.009128637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.064027786,0.0011707402,0.0021075828,0.004444631,0.004638113,0.014418956,0.0039838627,0.0073882076,0.0147138545],"category_scores_gemma":[0.06560885,0.0008388538,0.0017705299,0.005068619,0.015348223,0.019806542,0.010368573,0.016461866,0.0034410069],"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":[0.00040942998,0.00056163524,0.0055285967,0.0023740698,0.00019093997,0.0009042296,0.009750586,0.0020595926,0.000509082,0.43584788,0.28657383,0.25529012],"study_design_scores_gemma":[0.000039842547,0.00014903066,0.004532842,0.0029537622,0.000031684558,0.00021172097,0.008057313,0.00058801234,0.00025740516,0.15984371,0.8232643,0.00007034241],"about_ca_topic_score_codex":0.015916351,"about_ca_topic_score_gemma":0.020241126,"teacher_disagreement_score":0.064027786,"about_ca_system_score_codex":0.013312146,"about_ca_system_score_gemma":0.01684121,"threshold_uncertainty_score":0.33861536},"labels":[],"label_agreement":null},{"id":"W3025347969","doi":"10.1071/aj19071","title":"Satellite monitoring of fugitive methane emissions from oil and gas facilities in Australia","year":2020,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"GHGSat (Canada)","funders":"","keywords":"Methane emissions; Satellite; Methane; Fossil fuel; Fugitive emissions; Natural gas; Petroleum industry; Oil and natural gas; Environmental science; Analytics; Engineering; Petroleum engineering; Greenhouse gas; Waste management; Computer science; Geology; Environmental engineering; Aerospace engineering","score_opus":0.026610986444843315,"score_gpt":0.2392576488460416,"score_spread":0.21264666240119828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025347969","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":[0.9964347,0.00007493115,0.0005804681,0.000057154863,0.000002646009,0.000017604189,0.00013572577,0.00003309889,0.0026637567],"genre_scores_gemma":[0.9972886,0.00010947618,0.0014251546,0.000017573026,0.0000022788786,0.000008350057,0.00017412087,0.0000035522992,0.0009709622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998441,0.0000175757,0.000004929126,0.000027951244,0.000078657045,0.000026844149],"domain_scores_gemma":[0.99986064,0.0000137222305,0.00001959889,0.000006915834,0.00007535138,0.000023790522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018269905,0.00014220901,0.000112706526,0.0006966843,0.00046998478,0.00027116187,0.00026009566,0.00024400656,0.00039439622],"category_scores_gemma":[0.00034433103,0.00008870761,0.00010100484,0.0005424819,0.00022016047,0.00032059918,0.0005328384,0.00026404115,0.00009205146],"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":[0.00039217217,0.0005471229,0.7023427,0.00028316447,0.0001234619,0.001950361,0.005529193,0.021110686,0.13886128,0.001961667,0.003050735,0.12384761],"study_design_scores_gemma":[0.00002354642,0.00040233997,0.9224796,0.000054035198,0.000047063455,0.00035807627,0.0033991188,0.044708848,0.019428967,0.00037456636,0.008686103,0.000037784754],"about_ca_topic_score_codex":0.08641657,"about_ca_topic_score_gemma":0.19571011,"teacher_disagreement_score":0.08641657,"about_ca_system_score_codex":0.00062711246,"about_ca_system_score_gemma":0.00060526637,"threshold_uncertainty_score":0.17182714},"labels":[],"label_agreement":null},{"id":"W3026927963","doi":"10.1071/aj19082","title":"Data driven update to industry Life-Saving Rules","year":2020,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Alberta Energy; Husky Energy (Canada)","funders":"","keywords":"Upstream (networking); Operations management; Near miss; Work (physics); Business; Control (management); Operations research; Engineering; Risk analysis (engineering); Marketing; Process management; Management; Forensic engineering; Economics","score_opus":0.30628076456381603,"score_gpt":0.5135467052982635,"score_spread":0.20726594073444748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026927963","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":[0.047508165,0.010449876,0.19569221,0.08918753,0.024175866,0.004650122,0.25711346,0.062018182,0.3092046],"genre_scores_gemma":[0.102267325,0.009880861,0.2634153,0.022807613,0.0041599865,0.0035402665,0.50010306,0.010489323,0.08333629],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.93794924,0.007277463,0.012324406,0.004725002,0.03550425,0.0022197696],"domain_scores_gemma":[0.67086315,0.078996114,0.016995475,0.052412752,0.17455237,0.0061801504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.061297964,0.001208636,0.0013788687,0.014817004,0.0019054427,0.013734044,0.0059527676,0.0034489722,0.0127195325],"category_scores_gemma":[0.17899628,0.0014220697,0.002078439,0.010770683,0.001244531,0.008535452,0.0048038675,0.0072003775,0.01954146],"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":[0.00036987456,0.0004883942,0.01885798,0.0013411992,0.00012359777,0.00043737178,0.0012768336,0.005271046,0.0022667807,0.01729723,0.6332596,0.3190101],"study_design_scores_gemma":[0.000029327399,0.000060362832,0.0046549886,0.0006963418,0.000038975442,0.0001101613,0.00028072996,0.0022189238,0.0024179884,0.002730337,0.9866664,0.00009550255],"about_ca_topic_score_codex":0.028232323,"about_ca_topic_score_gemma":0.017441398,"teacher_disagreement_score":0.061297964,"about_ca_system_score_codex":0.005997902,"about_ca_system_score_gemma":0.014895983,"threshold_uncertainty_score":0.32417852},"labels":[],"label_agreement":null},{"id":"W3027265118","doi":"10.1071/aj19107","title":"The Lesueur Formation storage complex in South Western Australia: safe, secure long-term storage of CO2","year":2020,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"CO2 Sequestration and Geologic Interactions","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":"Mount Allison University; Carbon Engineering (Canada)","funders":"","keywords":"Carbon capture and storage (timeline); Drilling; Environmental science; Workflow; Environmental resource management; Mining engineering; Engineering; Geology; Climate change; Oceanography; Computer science","score_opus":0.0656886384254685,"score_gpt":0.2951225479962735,"score_spread":0.229433909570805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027265118","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":[0.9886989,0.00017413987,0.0014983141,0.00040178036,0.0000076889455,0.00011218456,0.00032459112,0.00007834098,0.008704168],"genre_scores_gemma":[0.9860443,0.00015670682,0.0033948452,0.000054141194,0.0000033307053,0.000058010395,0.00021798289,0.000015130563,0.010055544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998115,0.000031387575,0.000008281042,0.000032654007,0.00006971059,0.00004656326],"domain_scores_gemma":[0.9996141,0.00005584975,0.000058660346,0.00003525444,0.00012605081,0.00011009762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030058797,0.00015700451,0.00010509071,0.00032912727,0.0014072178,0.0009876376,0.00048576575,0.00045291884,0.0027518966],"category_scores_gemma":[0.0006852128,0.00018697284,0.00012072052,0.0004954063,0.00065103115,0.00082300097,0.0010266462,0.00025051425,0.00028237226],"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":[0.0012065088,0.0004672544,0.45877013,0.0015879872,0.00013963443,0.019830693,0.050772056,0.027568303,0.10300112,0.012471484,0.013975186,0.3102096],"study_design_scores_gemma":[0.00006852158,0.0009935272,0.7966987,0.00031893663,0.000055012082,0.00292806,0.02672934,0.032236602,0.018878447,0.0022815522,0.11868335,0.00012792155],"about_ca_topic_score_codex":0.17513031,"about_ca_topic_score_gemma":0.40805393,"teacher_disagreement_score":0.17513031,"about_ca_system_score_codex":0.0019465875,"about_ca_system_score_gemma":0.003863894,"threshold_uncertainty_score":0.3482219},"labels":[],"label_agreement":null},{"id":"W3174275505","doi":"10.1071/aj20069","title":"Landing with confidence and accuracy in a big bore subsea gas producer – an integrated approach for setting a critical casing point in the Jansz-Io field development","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Smiths Detection (Canada)","funders":"","keywords":"Casing; Drilling; Petroleum engineering; Geology; Rate of penetration; Natural gas field; Oil shale; Measurement while drilling; Drill; Directional drilling; Oil field; Overburden; Geotechnical engineering; Mining engineering; Engineering; Natural gas; Mechanical engineering","score_opus":0.03770383824904708,"score_gpt":0.3065511824596963,"score_spread":0.26884734421064926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174275505","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":[0.65376693,0.0001993225,0.31000024,0.0015016473,0.000104265695,0.0005268976,0.0002492465,0.0038763892,0.029775118],"genre_scores_gemma":[0.84688616,0.00006584518,0.14792094,0.0000854468,0.000014185343,0.00007517261,0.0001958766,0.00010223114,0.0046541365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978713,0.0005525152,0.0000989459,0.0003169707,0.00085762405,0.0003025597],"domain_scores_gemma":[0.99746597,0.00061579864,0.00034195097,0.0002970922,0.0008764278,0.00040264282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030251748,0.00054622727,0.0003761542,0.0007202928,0.00074345345,0.002349726,0.0014080958,0.000679096,0.0036758531],"category_scores_gemma":[0.0072818003,0.00031681728,0.00023599829,0.0003250845,0.00073541305,0.0016924669,0.0032451074,0.000858505,0.00117],"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":[0.0014778113,0.0016221977,0.12144442,0.00026372448,0.00007830656,0.0040177167,0.011661094,0.07325941,0.047407627,0.012639047,0.0076546716,0.71847403],"study_design_scores_gemma":[0.00019116228,0.004254735,0.07847871,0.0004698165,0.00016005509,0.0022963497,0.030831683,0.78569067,0.040950518,0.0143208215,0.042019896,0.00033555084],"about_ca_topic_score_codex":0.010530388,"about_ca_topic_score_gemma":0.014204761,"teacher_disagreement_score":0.010530388,"about_ca_system_score_codex":0.00095913996,"about_ca_system_score_gemma":0.002548835,"threshold_uncertainty_score":0.020938158},"labels":[],"label_agreement":null},{"id":"W3177893853","doi":"10.1071/aj20124","title":"Structural containment in the Port Campbell Embayment and on the Mussel Platform, Otway Basin, Victoria","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological and Geophysical Studies","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":"Kensington Health","funders":"","keywords":"Geology; Paleogene; Cretaceous; Sedimentary rock; Structural basin; Facies; Fault (geology); Petrology; Paleontology; Caprock; Petroleum reservoir; Drilling; Engineering","score_opus":0.020225884055129283,"score_gpt":0.20263196828465388,"score_spread":0.1824060842295246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177893853","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":[0.9981534,0.0000429458,0.000046424102,0.000017722256,5.685694e-7,0.000007947742,0.000116398056,0.0000030678705,0.00161162],"genre_scores_gemma":[0.99819154,0.00004093749,0.0001398559,0.0000040917917,3.3181416e-7,0.00000461965,0.000070295995,0.0000022282952,0.0015460865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998202,0.000013004685,0.000008142642,0.0000429197,0.000060811024,0.00005498661],"domain_scores_gemma":[0.99972445,0.000021528336,0.00007733312,0.000016935343,0.00008488078,0.00007485718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012204011,0.00012422974,0.00015244908,0.0006405865,0.0013876125,0.00068123697,0.00053987134,0.00032268866,0.0020905163],"category_scores_gemma":[0.0007248665,0.00025676689,0.00014482606,0.0011669269,0.0008824583,0.0003434545,0.0010306137,0.00020801595,0.00017509625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030469932,0.000067146844,0.9258131,0.00015982248,0.0000822658,0.0018439513,0.009535854,0.0029836525,0.016268052,0.0013613508,0.00062183087,0.04095836],"study_design_scores_gemma":[0.00000313083,0.00003212756,0.994948,0.000017522725,0.0000063096068,0.00016354166,0.0023422588,0.0008031671,0.00018714574,0.00006629659,0.0014251366,0.0000053210406],"about_ca_topic_score_codex":0.7137609,"about_ca_topic_score_gemma":0.9407836,"teacher_disagreement_score":0.7137609,"about_ca_system_score_codex":0.0046092244,"about_ca_system_score_gemma":0.0034075899,"threshold_uncertainty_score":0.5758496},"labels":[],"label_agreement":null},{"id":"W3178010201","doi":"10.1071/aj20114","title":"Resolving lithostratigraphic complexities in the Crayfish Group, Otway Basin using chemostratigraphy","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geochemistry and Geologic Mapping","field":"Computer 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":"Carbon Engineering (Canada)","funders":"","keywords":"Geology; Chemostratigraphy; Facies; Paleontology; Rift; Provenance; Diagenesis; Sedimentary rock; Geochemistry; Structural basin; Isotopes of carbon; Total organic carbon","score_opus":0.0395055520041742,"score_gpt":0.24712219844035954,"score_spread":0.20761664643618533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178010201","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":[0.99912137,0.00006541527,0.00010263381,0.0000073277233,4.1322724e-7,0.000006449221,0.000056157438,0.000004333925,0.0006360025],"genre_scores_gemma":[0.99899143,0.000071635164,0.00038702413,0.0000052825667,6.497634e-7,0.0000037555408,0.000068384215,0.00000232967,0.0004695774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99984956,0.00001053096,0.000016066191,0.000037871836,0.000044187145,0.000041738036],"domain_scores_gemma":[0.99974626,0.00002251621,0.00009447054,0.000022175227,0.00006363663,0.000050912313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016801746,0.00024050134,0.00018469033,0.0022214456,0.000514129,0.00083208544,0.000292446,0.00027370942,0.0010483719],"category_scores_gemma":[0.00061169645,0.00025523384,0.0001293556,0.0018336741,0.00056841254,0.00046177176,0.0009777336,0.00014030447,0.00019750942],"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":[0.000043717446,0.00001553682,0.9573371,0.0000627449,0.000025183132,0.00052780396,0.0026684161,0.0003819784,0.017558,0.00014681582,0.000081985774,0.021150695],"study_design_scores_gemma":[0.0000010787235,0.000016353166,0.997391,0.0000116374995,0.000007905764,0.00015024187,0.0010073506,0.0004500249,0.00046319084,0.000023218921,0.00047438088,0.00000365651],"about_ca_topic_score_codex":0.14063677,"about_ca_topic_score_gemma":0.3715003,"teacher_disagreement_score":0.14063677,"about_ca_system_score_codex":0.00069369766,"about_ca_system_score_gemma":0.0007088529,"threshold_uncertainty_score":0.27963632},"labels":[],"label_agreement":null},{"id":"W3178856059","doi":"10.1071/aj20064","title":"Varying least principal stress along lithofacies in gas shale reservoirs: effects of frictional strength and viscoelastic stress relaxation","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Geomechanica (Canada)","funders":"","keywords":"Geology; Viscoelasticity; Hydraulic fracturing; Oil shale; Geotechnical engineering; Pore water pressure; Slip (aerodynamics); Creep; Stress (linguistics); Stress field; Overburden pressure; Principal stress; Permeability (electromagnetism); Shear (geology); Petrology; Materials science; Composite material","score_opus":0.006272478764228265,"score_gpt":0.20885205920241576,"score_spread":0.2025795804381875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178856059","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":[0.9999279,0.0000049118617,0.000027549066,0.0000014815408,8.16021e-8,3.281015e-7,0.00001172726,0.0000010965249,0.000024886487],"genre_scores_gemma":[0.99992025,0.000005006829,0.000037971113,8.1431574e-7,9.805278e-8,6.3539017e-7,0.000014978182,4.882129e-7,0.000019753898],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99995196,0.000005041029,0.000006135321,0.000012490966,0.000009551633,0.0000148602485],"domain_scores_gemma":[0.99984205,0.000037226207,0.00004606091,0.000012569197,0.00003075094,0.000031314892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012764521,0.00015349506,0.00015658574,0.00033938885,0.00018056403,0.00020847798,0.000167837,0.0001834304,0.00038040715],"category_scores_gemma":[0.00027375272,0.00015938508,0.00012906187,0.0003427622,0.00032477628,0.00024055479,0.00020516626,0.000115589086,0.00003531871],"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":[0.0006263927,0.00010004678,0.40089232,0.00007729454,0.000046625973,0.0005737057,0.00073763233,0.006923717,0.58157444,0.000114940725,0.00003697589,0.008295843],"study_design_scores_gemma":[0.000008917872,0.00025611857,0.92285043,0.000006034117,0.000020156624,0.00011209145,0.00040120195,0.013348246,0.06282098,0.000060740567,0.00009828375,0.00001688111],"about_ca_topic_score_codex":0.0071167303,"about_ca_topic_score_gemma":0.014986678,"teacher_disagreement_score":0.0071167303,"about_ca_system_score_codex":0.00024167274,"about_ca_system_score_gemma":0.00022734793,"threshold_uncertainty_score":0.0141506195},"labels":[],"label_agreement":null},{"id":"W3179309388","doi":"10.1071/aj20182","title":"Using a satellite-aircraft hybrid system based on the same sensor to monitor oil and gas facilities for methane emissions","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"GHGSat (Canada); Dawson College; BP (Canada)","funders":"","keywords":"Methane; Satellite; Environmental science; Fossil fuel; Gas leak; Greenhouse gas; Remote sensing; Systems engineering; Engineering; Aerospace engineering; Waste management","score_opus":0.022025573113574018,"score_gpt":0.23428405387578136,"score_spread":0.21225848076220732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179309388","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":[0.7761806,0.0008360299,0.18930297,0.0003579697,0.00058736507,0.00033752143,0.003685472,0.005895164,0.022816876],"genre_scores_gemma":[0.86171114,0.00021817627,0.1312775,0.00026793915,0.00007590444,0.00009020531,0.0013901343,0.00008169805,0.0048872894],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996972,0.0000391788,0.000010179856,0.00010122589,0.000114070695,0.000038261733],"domain_scores_gemma":[0.9997708,0.000033027532,0.00003335527,0.000047910995,0.00009236152,0.000022463999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031363108,0.00047854308,0.00039356714,0.0007967371,0.00031602176,0.000645338,0.0004284306,0.0006220191,0.0015583298],"category_scores_gemma":[0.0003230836,0.00016495971,0.0003264196,0.00066202926,0.00018463116,0.00054537953,0.00056325266,0.00032995638,0.00072245934],"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":[0.0010122114,0.00032284658,0.072659716,0.0004733966,0.00039069355,0.00035961228,0.00051699637,0.0133279525,0.6752799,0.0018941653,0.0068097087,0.22695273],"study_design_scores_gemma":[0.00023830109,0.0034418977,0.21758412,0.0001708128,0.00084093766,0.0019222801,0.0010147117,0.30273312,0.41423208,0.0018662729,0.055607293,0.0003481455],"about_ca_topic_score_codex":0.0046848366,"about_ca_topic_score_gemma":0.011736794,"teacher_disagreement_score":0.0046848366,"about_ca_system_score_codex":0.0002960192,"about_ca_system_score_gemma":0.0002679742,"threshold_uncertainty_score":0.009315133},"labels":[],"label_agreement":null},{"id":"W3179452444","doi":"10.1071/aj20148","title":"Mobile autonomous methane monitoring stations for emission measurement","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"Kensington Health","funders":"","keywords":"Methane; Fugitive emissions; Environmental science; Greenhouse gas; Natural gas; Methane emissions; Engineering; Environmental engineering; Environmental economics; Waste management; Oceanography; Ecology","score_opus":0.022852771910633538,"score_gpt":0.25063375075159905,"score_spread":0.22778097884096551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179452444","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":[0.2922437,0.001083573,0.5287352,0.0011504149,0.0008835435,0.0031996367,0.025564566,0.021893172,0.12524617],"genre_scores_gemma":[0.67457235,0.0003737849,0.25542334,0.00059570884,0.00022179606,0.0024241908,0.010776602,0.00042014787,0.055192035],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992712,0.00006888618,0.0000164336,0.00019981313,0.00037088987,0.00007267355],"domain_scores_gemma":[0.9995389,0.00006890063,0.000054149663,0.00011299027,0.00017660372,0.000048605685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004777279,0.0005642145,0.0004338672,0.0008500787,0.00071590923,0.0004985725,0.0012761732,0.0008513088,0.017257731],"category_scores_gemma":[0.0007121171,0.000280455,0.0003482764,0.00078504963,0.00018341465,0.00070915325,0.00105642,0.0006680157,0.0063179587],"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":[0.00096922094,0.0005411526,0.052905396,0.00060092146,0.00008652572,0.00036041727,0.00081403134,0.008469819,0.34810644,0.0050116805,0.051257584,0.53087693],"study_design_scores_gemma":[0.00043214776,0.002082702,0.12697825,0.00020171968,0.00016748431,0.00078755664,0.0008488157,0.15016767,0.18224531,0.0044576717,0.53141737,0.00021327252],"about_ca_topic_score_codex":0.0032448897,"about_ca_topic_score_gemma":0.0085819755,"teacher_disagreement_score":0.017257731,"about_ca_system_score_codex":0.0004938323,"about_ca_system_score_gemma":0.00077245024,"threshold_uncertainty_score":0.05773282},"labels":[],"label_agreement":null},{"id":"W3179504596","doi":"10.1071/aj20144","title":"The CSIRO In-Situ Laboratory: a field laboratory for derisking underground gas storage","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Seismic Waves and Analysis","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":"Kensington Health","funders":"","keywords":"Renewable energy; Greenhouse gas; Natural gas; Environmental science; Energy storage; Geophone; Petroleum engineering; Waste management; Engineering; Electrical engineering; Geology; Power (physics)","score_opus":0.01111941805678498,"score_gpt":0.22222875240877693,"score_spread":0.21110933435199195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179504596","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":[0.3623915,0.0021196597,0.34929723,0.006488914,0.0012046646,0.004050866,0.02510587,0.0106286695,0.2387126],"genre_scores_gemma":[0.6248331,0.0017579328,0.24243443,0.0008210988,0.00019432935,0.0014181606,0.007991523,0.001377016,0.11917242],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99843556,0.00019542748,0.000042440584,0.00028010862,0.0008528208,0.00019366678],"domain_scores_gemma":[0.99537873,0.000321113,0.00023277072,0.00056878186,0.0022934766,0.0012051129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002208871,0.0006147054,0.000490149,0.0014371235,0.002384347,0.0013901157,0.0018975683,0.00065960584,0.0068970937],"category_scores_gemma":[0.001399421,0.00060098444,0.00029114127,0.001228236,0.0013187546,0.000870998,0.0014582181,0.0013264177,0.0029993725],"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":[0.0012293679,0.0017825036,0.03567009,0.0011343493,0.00009988135,0.001582861,0.0043099145,0.008287466,0.55335605,0.01918908,0.12464618,0.24871221],"study_design_scores_gemma":[0.00038686738,0.0024453395,0.06914449,0.00020254837,0.00009975329,0.0013554083,0.0026830777,0.034883138,0.27479386,0.004337122,0.6094594,0.00020906384],"about_ca_topic_score_codex":0.05956972,"about_ca_topic_score_gemma":0.108221784,"teacher_disagreement_score":0.05956972,"about_ca_system_score_codex":0.0031232627,"about_ca_system_score_gemma":0.010651495,"threshold_uncertainty_score":0.11844599},"labels":[],"label_agreement":null},{"id":"W3181024882","doi":"10.1071/aj20156","title":"International standardisation driving global competitiveness and sustainability of the oil and gas and future energy industries","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","field":"Engineering","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":"Kensington Health","funders":"","keywords":"Standardization; Business; Petroleum industry; Procurement; Sustainability; Accounting; Engineering; Marketing; Political science","score_opus":0.0030131601577042598,"score_gpt":0.1958024439654704,"score_spread":0.19278928380776614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181024882","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":[0.035177022,0.05014113,0.086398676,0.23937118,0.014089175,0.0007465812,0.001835736,0.0017620041,0.5704785],"genre_scores_gemma":[0.41551533,0.0862156,0.20866041,0.060477804,0.0053440672,0.0011903861,0.009637476,0.002784197,0.21017474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9796142,0.00498986,0.0016011017,0.0016613154,0.010228457,0.0019049708],"domain_scores_gemma":[0.97282356,0.0038537919,0.0022785692,0.003438995,0.014887058,0.0027180729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032675758,0.0011470546,0.00068881776,0.0038708907,0.00196212,0.010435426,0.002175583,0.0037909008,0.0073405504],"category_scores_gemma":[0.023601314,0.00046935864,0.0010413185,0.0053714067,0.006181505,0.011151841,0.009080033,0.0070947623,0.003708472],"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":[0.00003964557,0.0001286857,0.0023967084,0.0008120879,0.000038291288,0.0002829257,0.004177985,0.0019106303,0.004848766,0.6046975,0.12112336,0.2595434],"study_design_scores_gemma":[0.000008596497,0.00006163243,0.004805231,0.0010655815,0.000013174778,0.00017457485,0.0025694093,0.00045495701,0.0013566908,0.09560487,0.8938531,0.0000321078],"about_ca_topic_score_codex":0.0115697365,"about_ca_topic_score_gemma":0.0063315886,"teacher_disagreement_score":0.032675758,"about_ca_system_score_codex":0.0062628267,"about_ca_system_score_gemma":0.026237784,"threshold_uncertainty_score":0.17280799},"labels":[],"label_agreement":null},{"id":"W3183115716","doi":"10.1071/aj20194","title":"Structural interpretation of the Beetaloo Sub-basin, NT from nonseismic geophysical data","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological Formations and Processes Exploration","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":"Kensington Health","funders":"","keywords":"Geology; Petrophysics; Structural basin; Ridge; Hydrocarbon exploration; Suite; Karst; Magnetotellurics; Basalt; Regional geology; Geophysics; Seismology; Geomorphology; Petrology; Geochemistry; Paleontology; Metamorphic petrology; Electrical resistivity and conductivity; Tectonics; Geotechnical engineering","score_opus":0.02546662800667919,"score_gpt":0.22127020281741155,"score_spread":0.19580357481073235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183115716","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":[0.9608194,0.0006135732,0.0011137023,0.00012555165,0.0000146535585,0.000038821527,0.002901142,0.00007838868,0.034294795],"genre_scores_gemma":[0.9945517,0.00024709018,0.0011847244,0.000014303735,0.000005258644,0.000012567866,0.0019159534,0.000022913,0.0020454824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999329,0.0000052946552,0.000005593929,0.000014756604,0.000019140698,0.000022213424],"domain_scores_gemma":[0.9999207,0.000008570634,0.00001589166,0.000010246599,0.000028408025,0.000016258653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000059918886,0.00020306923,0.00015373997,0.0015108666,0.0003308396,0.0009793591,0.00019079389,0.00012026324,0.0028189714],"category_scores_gemma":[0.000380205,0.00011550755,0.00009484116,0.0018642863,0.0002660354,0.00024472768,0.00061498047,0.00012132743,0.00046987884],"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":[0.00048769504,0.00010877164,0.7213171,0.0006494166,0.00010040505,0.0020401522,0.0047597187,0.007990642,0.04720521,0.005588719,0.004417256,0.20533493],"study_design_scores_gemma":[0.00001830988,0.000018073624,0.9675395,0.00008796667,0.000037917143,0.00024431574,0.004290352,0.0069593773,0.0014838361,0.0007715941,0.018535156,0.000013552356],"about_ca_topic_score_codex":0.059930287,"about_ca_topic_score_gemma":0.17224191,"teacher_disagreement_score":0.059930287,"about_ca_system_score_codex":0.00037859348,"about_ca_system_score_gemma":0.00068180496,"threshold_uncertainty_score":0.11916292},"labels":[],"label_agreement":null},{"id":"W4234721364","doi":"10.1071/ajv45n1_abstracts","title":"APPEA Conference 2005: Abstracts of Technical, Commercial, Environmental and Legal Papers and Posters","year":2005,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Metallurgy and Material Science","field":"Materials 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":"Apache (Canada)","funders":"","keywords":"Library science; Engineering; Business; Computer science","score_opus":0.011013796279420883,"score_gpt":0.2185696852482683,"score_spread":0.2075558889688474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234721364","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":[0.01768695,0.03859667,0.0054717353,0.09942403,0.25590852,0.0011474346,0.006468628,0.0015165425,0.5737795],"genre_scores_gemma":[0.012306338,0.003339491,0.001028258,0.0028761483,0.0091264695,0.0001492546,0.0013248957,0.00035490282,0.96949434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984884,0.000119035794,0.000076590775,0.00012112938,0.0009342135,0.00026056747],"domain_scores_gemma":[0.9922178,0.00069348165,0.0004129931,0.00028312483,0.004363687,0.0020289507],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003702307,0.0014560478,0.00108613,0.0025619965,0.0040405616,0.0077511044,0.001600094,0.005405772,0.31619132],"category_scores_gemma":[0.004462157,0.00064988894,0.0013628568,0.002207081,0.0008098666,0.0027289935,0.0021452561,0.0030387233,0.093170464],"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":[0.00014353571,0.00008772464,0.00018377329,0.00017396848,0.000010312076,0.00014205776,0.000048023863,0.00010668815,0.0008966261,0.0009274082,0.9822803,0.014999625],"study_design_scores_gemma":[0.00002131082,0.000071583985,0.00246272,0.000115316216,0.000011217509,0.00008170721,0.00017040325,0.00015148781,0.00051430956,0.00071288965,0.9956726,0.000014374119],"about_ca_topic_score_codex":0.0070877047,"about_ca_topic_score_gemma":0.030987088,"teacher_disagreement_score":0.31619132,"about_ca_system_score_codex":0.0026871483,"about_ca_system_score_gemma":0.0048333416,"threshold_uncertainty_score":0.9753701},"labels":[],"label_agreement":null},{"id":"W4244202605","doi":"10.1071/aj15005","title":"Fraccing forum","year":2016,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydraulic Fracturing and Reservoir Analysis","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":"Parliament; Oil and natural gas; Hydraulic fracturing; Political science; Natural (archaeology); Scale (ratio); Public relations; Environmental planning; Engineering; Public administration; Fossil fuel; Law; Geography; Petroleum engineering; Archaeology","score_opus":0.004926274593660487,"score_gpt":0.1924048985443233,"score_spread":0.1874786239506628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244202605","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":[0.001819201,0.010797159,0.0022350727,0.08738652,0.08646375,0.00043247404,0.0033483447,0.0016313434,0.8058861],"genre_scores_gemma":[0.012800426,0.0038931852,0.0013252642,0.039804853,0.021647168,0.00037115975,0.0026801114,0.001050446,0.9164274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99279517,0.0013745637,0.00037363748,0.00090054324,0.0032056372,0.0013504259],"domain_scores_gemma":[0.98057246,0.005130157,0.0012052616,0.0018977373,0.0071555614,0.004038896],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009187662,0.0013426642,0.00076034735,0.0033232078,0.0072517814,0.010484124,0.0031017147,0.011621228,0.4178692],"category_scores_gemma":[0.034215186,0.00048634442,0.0011090735,0.0027421543,0.0018792347,0.007278988,0.006847195,0.008109353,0.19405536],"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":[0.000025599169,0.000015710497,0.00006855522,0.00011399189,0.0000014853342,0.00010146754,0.0002846585,0.000018080533,0.0001211875,0.006985544,0.97572404,0.016539704],"study_design_scores_gemma":[0.0000017238532,0.0000040110303,0.00007846663,0.000057209403,4.5317816e-7,0.000030333164,0.0000800392,0.0000088881825,0.000021108133,0.00031531652,0.9993993,0.0000030730537],"about_ca_topic_score_codex":0.0048625646,"about_ca_topic_score_gemma":0.0076320837,"teacher_disagreement_score":0.4178692,"about_ca_system_score_codex":0.003062811,"about_ca_system_score_gemma":0.0059437114,"threshold_uncertainty_score":0.8303389},"labels":[],"label_agreement":null},{"id":"W4280494263","doi":"10.1071/aj21070","title":"Developing Australia’s underground hydrogen storage through demonstration","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"CO2 Sequestration and Geologic Interactions","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":"Kensington Health","funders":"","keywords":"Business; Investment (military); Scale (ratio); Proxy (statistics); Environmental economics; Environmental science; Finance; Operations management; Engineering; Economics; Computer science","score_opus":0.06874643522180844,"score_gpt":0.3080178426737031,"score_spread":0.23927140745189462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280494263","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":[0.7644709,0.00097069924,0.048040923,0.01285905,0.00074472884,0.003697786,0.0022682978,0.0019009104,0.16504662],"genre_scores_gemma":[0.8716663,0.0012222168,0.05145009,0.0012161986,0.000058144447,0.0011322128,0.0021184376,0.00016209624,0.07097428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991392,0.00018107156,0.000027008891,0.00008185356,0.00035678796,0.00021400614],"domain_scores_gemma":[0.9976985,0.00020005993,0.00009540626,0.00020935173,0.0010581504,0.0007385531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029922584,0.00042797072,0.00019321169,0.00029672447,0.00111506,0.0011809696,0.0012206138,0.0010719034,0.009745856],"category_scores_gemma":[0.002156295,0.00023595734,0.0004679345,0.0003084257,0.00066958717,0.001863659,0.0021154305,0.0015670155,0.0014377388],"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":[0.0021767332,0.009447464,0.018449796,0.002857139,0.00019214155,0.006396762,0.007808779,0.039179705,0.33695877,0.04980471,0.11877103,0.40795702],"study_design_scores_gemma":[0.0009873419,0.01490761,0.040825985,0.00044327514,0.00011422984,0.0012800326,0.007013765,0.06180858,0.13898668,0.011760413,0.7216745,0.0001975323],"about_ca_topic_score_codex":0.04063913,"about_ca_topic_score_gemma":0.05311656,"teacher_disagreement_score":0.04063913,"about_ca_system_score_codex":0.0019694543,"about_ca_system_score_gemma":0.006983681,"threshold_uncertainty_score":0.08080518},"labels":[],"label_agreement":null},{"id":"W4280499070","doi":"10.1071/aj21182","title":"Environmental genomics applications for environmental management activities in the oil and gas industry: state-of-the-art review and future research needs","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Environmental DNA in Biodiversity Studies","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":"Community Sector Council Newfoundland and Labrador; Fisheries and Oceans Canada; Stantec (Canada)","funders":"","keywords":"Genomics; Scope (computer science); Environmental impact assessment; Petroleum industry; White paper; Business; Globe; Engineering; Computer science; Political science; Medicine; Biology; Ecology","score_opus":0.02003760767259046,"score_gpt":0.24364045083594568,"score_spread":0.2236028431633552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280499070","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":[0.00021437748,0.9911606,0.00046463104,0.006012552,0.0007317404,0.00003011761,0.00006016968,0.000013450161,0.0013123864],"genre_scores_gemma":[0.0012016527,0.995529,0.00080490933,0.001854258,0.0002577663,0.000031707474,0.00006528532,0.0000050371686,0.00025044687],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952254,0.0017569417,0.0010552388,0.00035571726,0.0013349343,0.0002717264],"domain_scores_gemma":[0.94963247,0.03595837,0.004122969,0.00060301344,0.008815481,0.0008677242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012226905,0.00074454,0.0018864655,0.0063534146,0.00077138474,0.0043421965,0.0016289327,0.0030893395,0.0040978445],"category_scores_gemma":[0.025106426,0.0005291571,0.002166498,0.00945781,0.0013472788,0.0046890005,0.0018537202,0.0025762732,0.0011293552],"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":[0.00007233191,0.00006969864,0.00055285037,0.13726346,0.00020215688,0.00031066887,0.0011594293,0.0004490233,0.000846834,0.011609363,0.047160137,0.800304],"study_design_scores_gemma":[0.000010963086,0.00007543156,0.0013053239,0.1280465,0.0005795583,0.00041831532,0.0008651473,0.00015787815,0.00034688128,0.0038657514,0.864293,0.000035261022],"about_ca_topic_score_codex":0.0058382363,"about_ca_topic_score_gemma":0.013832027,"teacher_disagreement_score":0.012226905,"about_ca_system_score_codex":0.0029186069,"about_ca_system_score_gemma":0.019093035,"threshold_uncertainty_score":0.064662874},"labels":[],"label_agreement":null},{"id":"W4280505126","doi":"10.1071/aj21116","title":"Intelligent monitoring of fugitive emissions – comparison of continuous monitoring with intelligent analytics to other emissions monitoring technologies","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"Air Canada","funders":"","keywords":"Fugitive emissions; Greenhouse gas; Analytics; Context (archaeology); Environmental science; Continuous monitoring; Emerging technologies; Environmental monitoring; Engineering; Computer science; Environmental engineering; Data science; Operations management","score_opus":0.02578832924229175,"score_gpt":0.2786638511617099,"score_spread":0.25287552191941814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280505126","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":[0.75508845,0.01556149,0.19196379,0.001033173,0.00029393568,0.00038131227,0.00061110116,0.0015929256,0.033473916],"genre_scores_gemma":[0.9595585,0.002444449,0.036462918,0.00009373891,0.00007684384,0.000060045222,0.00026860196,0.00003593532,0.000998982],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988696,0.0002510128,0.000052079573,0.00020317362,0.0005337538,0.0000903011],"domain_scores_gemma":[0.998243,0.0009227101,0.00025605777,0.00015914463,0.00035975367,0.000059324808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287045,0.0005764098,0.00052118726,0.0013814917,0.00028223987,0.0016935421,0.000773908,0.00069207227,0.0006746845],"category_scores_gemma":[0.0023520063,0.00015583578,0.00043146737,0.0010672453,0.00044477664,0.0020510303,0.0007746801,0.0005517711,0.00016258519],"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":[0.003892785,0.0011628272,0.05501566,0.0015357168,0.0004625213,0.00033399448,0.00042760037,0.1175207,0.083296284,0.009043279,0.0026524735,0.7246563],"study_design_scores_gemma":[0.00024093654,0.005296506,0.12784682,0.00034034412,0.0005043751,0.00074628164,0.0008767589,0.7093595,0.12374171,0.007285072,0.023561431,0.00020029544],"about_ca_topic_score_codex":0.0020084707,"about_ca_topic_score_gemma":0.0016224486,"teacher_disagreement_score":0.0020084707,"about_ca_system_score_codex":0.00076085294,"about_ca_system_score_gemma":0.0003719919,"threshold_uncertainty_score":0.006806612},"labels":[],"label_agreement":null},{"id":"W4280505734","doi":"10.1071/aj21046","title":"Quantifying the reduction of rehabilitation needs and safety risks in the use of innovative well and flowline decommissioning tools","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","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":"Nuclear decommissioning; Work (physics); Wellhead; Engineering; Truck; Risk analysis (engineering); Forensic engineering; Environmental science; Waste management; Business; Petroleum engineering","score_opus":0.0646483749774642,"score_gpt":0.2788765298849056,"score_spread":0.21422815490744138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280505734","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":[0.9955199,0.00009739305,0.0008609415,0.0001776531,0.000003490687,0.00010131428,0.00020785705,0.0000053796957,0.003026143],"genre_scores_gemma":[0.9951952,0.00024010964,0.0023598697,0.00004081597,0.0000075212693,0.0001661791,0.00020899321,0.00000381772,0.0017775793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956167,0.001366486,0.0002902311,0.00038151687,0.0016649532,0.00068015454],"domain_scores_gemma":[0.9917957,0.001572426,0.0043160096,0.0003036333,0.0014508333,0.0005613937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002800276,0.0003947118,0.00024534095,0.0018020509,0.0008759541,0.0011913236,0.0007390703,0.0006799413,0.003265968],"category_scores_gemma":[0.01213357,0.0002654456,0.00059411203,0.0013454984,0.0011538381,0.0017528431,0.0024503106,0.00062331377,0.00043127983],"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":[0.00047096252,0.0012125426,0.82894874,0.0007354408,0.0001952237,0.00043581077,0.018583741,0.0055198194,0.00393667,0.0018236905,0.0008467726,0.13729051],"study_design_scores_gemma":[0.0000056167173,0.0010982908,0.976314,0.00016234163,0.000045732122,0.00012490495,0.016211256,0.0013350006,0.0008599435,0.00070361333,0.0031093808,0.000029983308],"about_ca_topic_score_codex":0.0129653625,"about_ca_topic_score_gemma":0.051802535,"teacher_disagreement_score":0.0129653625,"about_ca_system_score_codex":0.0029289424,"about_ca_system_score_gemma":0.002597625,"threshold_uncertainty_score":0.025779784},"labels":[],"label_agreement":null},{"id":"W4280510986","doi":"10.1071/aj21168","title":"Finding winners in the hydrogen hype","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hybrid Renewable Energy Systems","field":"Energy","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":"Renewable energy; Electrification; Fossil fuel; Electricity; Natural resource economics; Business; Energy security; Natural gas; Waste management; Environmental science; Economics; Engineering","score_opus":0.021550387745497116,"score_gpt":0.2342327777012148,"score_spread":0.2126823899557177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280510986","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022602629,0.04827397,0.0055477307,0.6351776,0.04170015,0.00010924132,0.00057309534,0.0005228516,0.2454927],"genre_scores_gemma":[0.3235999,0.045005035,0.0063914284,0.22422013,0.018439624,0.00027207125,0.001036914,0.0011099866,0.37992492],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955374,0.0010596665,0.000085841784,0.0005921236,0.0013103667,0.0014147413],"domain_scores_gemma":[0.99266714,0.0012788413,0.00021528831,0.00039681332,0.0008525511,0.0045893868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007566452,0.00069281005,0.00083519565,0.00096886815,0.006288528,0.013798447,0.0020625424,0.0060541816,0.062375452],"category_scores_gemma":[0.012189286,0.00034086028,0.00050364586,0.0011249395,0.008733393,0.014486346,0.014078226,0.009379804,0.015029247],"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":[0.00020056011,0.00014240258,0.0013312108,0.0002747422,0.00002729841,0.00043424248,0.0022007911,0.00018879946,0.0007153186,0.20501584,0.6681364,0.121332325],"study_design_scores_gemma":[0.000021120048,0.00008478277,0.0004430204,0.00015378803,0.0000044220947,0.000091733775,0.0036720398,0.00010403794,0.00039849256,0.04816959,0.9468357,0.000021289612],"about_ca_topic_score_codex":0.0015377217,"about_ca_topic_score_gemma":0.0043697427,"teacher_disagreement_score":0.062375452,"about_ca_system_score_codex":0.0026684313,"about_ca_system_score_gemma":0.0054628435,"threshold_uncertainty_score":0.20866668},"labels":[],"label_agreement":null},{"id":"W4280517513","doi":"10.1071/aj21121","title":"Techno-economic evaluation of blue hydrogen production with carbon capture and storage for onshore Eastern Australia","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","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":false,"ca_institutions":"Alberta Bone and Joint Health Institute; Calgary Laboratory Services","funders":"","keywords":"Environmental science; Natural gas; Production (economics); Hydrogen production; Waste management; Carbon capture and storage (timeline); Environmental engineering; Engineering; Hydrogen; Geology; Climate change; Chemistry; Economics","score_opus":0.03896526295627264,"score_gpt":0.2853115666831457,"score_spread":0.24634630372687308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280517513","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":[0.9742818,0.0001320635,0.0040779538,0.00014961504,0.0000061700343,0.00028767716,0.00021833665,0.000023400873,0.020823048],"genre_scores_gemma":[0.9964425,0.000091514405,0.0011576209,0.0000117908185,0.0000012994086,0.000051237697,0.00008940624,0.0000042640113,0.0021504103],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988104,0.00048071585,0.000034625737,0.00006799851,0.00043575384,0.00017040882],"domain_scores_gemma":[0.9988311,0.0005518178,0.00011067465,0.000060246948,0.00035090477,0.00009536712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022643327,0.00077255623,0.0003359338,0.0009383127,0.00058361795,0.0014066008,0.0007306346,0.0007193904,0.0016937968],"category_scores_gemma":[0.0028516164,0.00038518588,0.0006823351,0.0006833776,0.0007257288,0.0010513464,0.0009969102,0.0005395868,0.00014379814],"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":[0.0003775113,0.0001998049,0.010937249,0.00011165024,0.000046628043,0.00040182416,0.00008158199,0.96885276,0.0028526634,0.0026724664,0.00024381188,0.013222018],"study_design_scores_gemma":[0.0000914444,0.0019375514,0.020215264,0.000045929683,0.000087585504,0.000117561816,0.0003942286,0.96512556,0.0077276034,0.0015499252,0.002661995,0.000045311368],"about_ca_topic_score_codex":0.05499411,"about_ca_topic_score_gemma":0.058879904,"teacher_disagreement_score":0.05499411,"about_ca_system_score_codex":0.0067702066,"about_ca_system_score_gemma":0.0026166518,"threshold_uncertainty_score":0.109348},"labels":[],"label_agreement":null},{"id":"W4280533368","doi":"10.1071/aj21163","title":"Industry-wide learnings from the independent review of Australia’s most complex decommissioning program","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","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":"Nuclear decommissioning; General partnership; Legislation; Engineering; Enforcement; Abandonment (legal); Business; Environmental planning; Finance; Waste management; Political science; Environmental science; Law","score_opus":0.03223177684422573,"score_gpt":0.2789399017663516,"score_spread":0.24670812492212585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280533368","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":[0.038058937,0.34183094,0.034162663,0.39896062,0.04683561,0.0065126503,0.001408215,0.0008795039,0.13135082],"genre_scores_gemma":[0.29568458,0.3059217,0.07687849,0.12190807,0.01394712,0.007919623,0.004109867,0.0018065394,0.17182398],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.8506667,0.04153407,0.018085184,0.008551027,0.07713198,0.004031073],"domain_scores_gemma":[0.38839582,0.10282091,0.031822503,0.035361107,0.42550844,0.016091142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.17947295,0.000656345,0.0013979191,0.009484674,0.0039997706,0.01188268,0.0033974147,0.0042381687,0.0027833513],"category_scores_gemma":[0.29301065,0.0011659807,0.0014994036,0.006821745,0.0054270434,0.006557108,0.006812792,0.0070802458,0.0015032807],"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":[0.00014977479,0.00021961983,0.004169181,0.018077714,0.00027147558,0.0008324746,0.020449733,0.00085909845,0.007401751,0.0489464,0.3862225,0.5124003],"study_design_scores_gemma":[0.000024902722,0.00014907999,0.007881971,0.008754656,0.00008797876,0.00019405127,0.0012309016,0.00030157092,0.0019636971,0.0024613338,0.9768668,0.00008307623],"about_ca_topic_score_codex":0.026311053,"about_ca_topic_score_gemma":0.057707325,"teacher_disagreement_score":0.17947295,"about_ca_system_score_codex":0.01492352,"about_ca_system_score_gemma":0.11117367,"threshold_uncertainty_score":0.94915503},"labels":[],"label_agreement":null},{"id":"W4280535645","doi":"10.1071/aj21092","title":"The Petrel Sub-basin: a world-class CO2 store – mapping and modelling of a scalable and commercially viable CCS development","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"CO2 Sequestration and Geologic Interactions","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":"Kensington Health","funders":"","keywords":"Structural basin; Greenhouse gas; Environmental science; Submarine pipeline; Quake (natural phenomenon); Port (circuit theory); Geology; Oceanography; Engineering; Paleontology","score_opus":0.028007188337159105,"score_gpt":0.21758503977722887,"score_spread":0.18957785144006978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280535645","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":[0.99058646,0.00005959793,0.002107589,0.00021380345,0.000004671504,0.00003201495,0.00071214343,0.0000742627,0.0062094773],"genre_scores_gemma":[0.9963186,0.00006485944,0.0019766332,0.000015005994,0.000001620621,0.000023438148,0.00032007854,0.000020869893,0.0012590063],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991655,0.000014999153,0.0000033122737,0.000020271184,0.000018439,0.000026381484],"domain_scores_gemma":[0.99985874,0.00004758942,0.000015285876,0.000015617508,0.000027660331,0.0000351136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017908943,0.00033270734,0.00026635543,0.0005152097,0.00051258516,0.0015536376,0.0007073652,0.0010366633,0.0021273375],"category_scores_gemma":[0.0005137919,0.0003660847,0.00049124495,0.00075191335,0.0006961265,0.00082348817,0.0006585593,0.0005329964,0.00024853536],"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":[0.00011390804,0.000083369734,0.023001404,0.00004879149,0.000032545347,0.00038666127,0.00019252722,0.9668829,0.0025091504,0.0020134114,0.00058788614,0.0041475063],"study_design_scores_gemma":[0.000019881338,0.00002712915,0.008241545,0.000011523579,0.0000101076985,0.000046686877,0.00033315955,0.9888799,0.0007223486,0.0006235053,0.001070972,0.000013228124],"about_ca_topic_score_codex":0.13967781,"about_ca_topic_score_gemma":0.12001526,"teacher_disagreement_score":0.13967781,"about_ca_system_score_codex":0.0016558068,"about_ca_system_score_gemma":0.0018869748,"threshold_uncertainty_score":0.27772963},"labels":[],"label_agreement":null},{"id":"W4280542963","doi":"10.1071/aj21080","title":"Strength in numbers: how the different satellite systems used to monitor methane emissions from space have different, yet complementary, capabilities to help the oil and gas industry meet its decarbonisation goals","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"Institute of Aging; GHGSat (Canada)","funders":"","keywords":"Confusion; Methane; Methane emissions; Petroleum industry; Satellite; Work (physics); Strengths and weaknesses; Fossil fuel; Analytics; Natural gas; Computer science; Environmental science; Systems engineering; Engineering; Data science; Aerospace engineering; Waste management; Mechanical engineering; Environmental engineering","score_opus":0.022851678806817377,"score_gpt":0.23851771487014709,"score_spread":0.2156660360633297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280542963","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":[0.37381056,0.012232375,0.1657644,0.09625569,0.0042157224,0.00040574826,0.0011281755,0.0012202704,0.34496704],"genre_scores_gemma":[0.9417746,0.003246164,0.03729637,0.0036382468,0.00076673605,0.000102266866,0.00036797853,0.0003012862,0.012506338],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9836279,0.006110082,0.0010994362,0.0016435827,0.006733678,0.00078543485],"domain_scores_gemma":[0.9484425,0.02011341,0.005430891,0.0065459716,0.017369011,0.002098203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020680398,0.0012650386,0.000759207,0.0025592672,0.0021321622,0.009109469,0.0022932868,0.002038591,0.006605811],"category_scores_gemma":[0.075940855,0.0007658372,0.0006287004,0.0026073498,0.0057543153,0.021190695,0.009947655,0.0034383931,0.0036286747],"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":[0.00093261956,0.00017579015,0.14199482,0.0021023343,0.00060870836,0.000609453,0.008672614,0.017861092,0.011150244,0.22854643,0.027664887,0.559681],"study_design_scores_gemma":[0.00018008194,0.001576128,0.058456596,0.0025194895,0.0007127944,0.0029721798,0.018379508,0.039961398,0.014616518,0.3725051,0.48753563,0.0005845404],"about_ca_topic_score_codex":0.005393209,"about_ca_topic_score_gemma":0.004827783,"teacher_disagreement_score":0.020680398,"about_ca_system_score_codex":0.0023220994,"about_ca_system_score_gemma":0.0026192002,"threshold_uncertainty_score":0.109369695},"labels":[],"label_agreement":null},{"id":"W4280546081","doi":"10.1071/aj21077","title":"The search for new oil and CO2 storage resources: residual oil zones in Australia","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"CO2 Sequestration and Geologic Interactions","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":"Kensington Health","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Enhanced oil recovery; Residual oil; Petroleum engineering; Environmental science; Fossil fuel; Petrophysics; Carbon dioxide; Oil in place; Resource (disambiguation); Oil production; Geology; Petroleum; Waste management; Engineering; Paleontology; Porosity; Computer science; Chemistry","score_opus":0.04201256000323183,"score_gpt":0.2998205812486896,"score_spread":0.25780802124545776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280546081","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":[0.9958456,0.00020138994,0.0010515,0.0001387606,0.0000014719815,0.000019433724,0.00009654844,0.000011581412,0.0026336445],"genre_scores_gemma":[0.997809,0.00010743749,0.0012859786,0.000016381347,5.650505e-7,0.000005258647,0.000034372897,0.0000025559232,0.0007384623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999864,0.000021436192,0.000006798139,0.000032740016,0.000043575466,0.00003136995],"domain_scores_gemma":[0.9998209,0.000022387787,0.000046005767,0.000010586908,0.00005952924,0.00004066109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025569784,0.00013800198,0.00016039587,0.00085667166,0.0006703266,0.00072849006,0.00036280203,0.0003517019,0.00086356176],"category_scores_gemma":[0.00040682938,0.00016654874,0.00014082574,0.00082299433,0.0005805721,0.0008862996,0.0007219697,0.00020709609,0.00009631204],"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":[0.0002708911,0.00018298443,0.765173,0.00046585884,0.00013072357,0.0028354782,0.008881487,0.016160311,0.100256816,0.006885785,0.0011223542,0.09763428],"study_design_scores_gemma":[0.000007670803,0.0001665176,0.94709915,0.000077610945,0.000034316374,0.00039130237,0.006004162,0.025508298,0.008687062,0.0018201069,0.010164718,0.000038885544],"about_ca_topic_score_codex":0.12598424,"about_ca_topic_score_gemma":0.2774749,"teacher_disagreement_score":0.12598424,"about_ca_system_score_codex":0.0012402713,"about_ca_system_score_gemma":0.0012529817,"threshold_uncertainty_score":0.25050187},"labels":[],"label_agreement":null},{"id":"W4280556442","doi":"10.1071/aj21192","title":"INPEX-led Ichthys Joint Venture – developing a dynamic adjustment area to identify, time, duration and potential exposure periods related to a 2D seismic survey offshore Western Australia","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and fisheries research","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":"Dillon Consulting","funders":"","keywords":"Submarine pipeline; Survey data collection; Environmental science; Geography; Geology; Oceanography","score_opus":0.023114041776255454,"score_gpt":0.2840505208874005,"score_spread":0.26093647911114504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280556442","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":[0.37433854,0.00023327263,0.58152276,0.00066149805,0.00010614293,0.003168167,0.0037721628,0.00530207,0.030895306],"genre_scores_gemma":[0.3944449,0.00019417437,0.5797107,0.000113491,0.000032886168,0.0020921712,0.0053758854,0.0005120343,0.017523685],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984396,0.00038245908,0.000094331495,0.00042343666,0.00050972734,0.00015030176],"domain_scores_gemma":[0.9971731,0.00054706185,0.0004401884,0.0003916997,0.001071069,0.0003769128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003131818,0.00037447116,0.0003320761,0.0018168386,0.00046884688,0.0014334735,0.00080192345,0.00039581416,0.0035754591],"category_scores_gemma":[0.0051713362,0.00047182787,0.00045150903,0.0013503117,0.0005088249,0.0013891363,0.0029458462,0.00051559974,0.0013956099],"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":[0.00057316513,0.0006298014,0.16472709,0.0006489961,0.00010047699,0.0009774838,0.010491992,0.038413484,0.07362563,0.010077452,0.01671207,0.6830224],"study_design_scores_gemma":[0.00016278306,0.0018364909,0.34535527,0.00036866945,0.00010159282,0.00087078515,0.012364372,0.39462683,0.039115556,0.0053687333,0.1996648,0.00016420029],"about_ca_topic_score_codex":0.029470501,"about_ca_topic_score_gemma":0.03354293,"teacher_disagreement_score":0.029470501,"about_ca_system_score_codex":0.0010085606,"about_ca_system_score_gemma":0.0031196792,"threshold_uncertainty_score":0.058597922},"labels":[],"label_agreement":null},{"id":"W4280567068","doi":"10.1071/aj21183","title":"Marine measurement, monitoring and verification for offshore carbon storage projects – learnings from a coastal Gippsland setting","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas 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":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Subsea; Carbon capture and storage (timeline); Submarine pipeline; Baseline (sea); Environmental science; Environmental resource management; Computer science; Systems engineering; Climate change; Engineering; Oceanography; Marine engineering","score_opus":0.014722614840623002,"score_gpt":0.20193916579774315,"score_spread":0.18721655095712014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280567068","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":[0.8135172,0.0070099873,0.054971837,0.06679228,0.0005051698,0.0006429499,0.0008028245,0.00059175823,0.05516605],"genre_scores_gemma":[0.8963993,0.005306845,0.087241545,0.0017783598,0.00014616919,0.00024782307,0.00055255974,0.00010445942,0.008222872],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9951881,0.0018953551,0.00024456033,0.0005236123,0.001511183,0.000637149],"domain_scores_gemma":[0.9903002,0.0027732083,0.0010758574,0.00132169,0.0027955922,0.00173348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00868294,0.0007184634,0.00036907205,0.0012510326,0.0017913916,0.0037626638,0.0022941804,0.0015965026,0.00181064],"category_scores_gemma":[0.01421349,0.0003526648,0.00038263173,0.0012984903,0.0027370476,0.0028597221,0.0051271794,0.0020759404,0.00040993054],"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":[0.00041793173,0.0006255432,0.14921266,0.0008390866,0.0001002382,0.0050381697,0.02002779,0.03364753,0.016553942,0.021061845,0.016190879,0.7362843],"study_design_scores_gemma":[0.00022414567,0.0026437968,0.41722918,0.004295075,0.00015101887,0.002812976,0.11681618,0.074198775,0.02796752,0.045422588,0.30769128,0.00054750085],"about_ca_topic_score_codex":0.15009622,"about_ca_topic_score_gemma":0.27862573,"teacher_disagreement_score":0.15009622,"about_ca_system_score_codex":0.0069967653,"about_ca_system_score_gemma":0.016644064,"threshold_uncertainty_score":0.29844517},"labels":[],"label_agreement":null},{"id":"W4280633109","doi":"10.1071/aj21156","title":"Feasibility study of adiabatic compressed air energy storage in porous reservoirs","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","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":"Kensington Health","funders":"","keywords":"Compressed air energy storage; Energy storage; Environmental science; Compressed air; Renewable energy; Petroleum engineering; Pumped-storage hydroelectricity; Wind hybrid power systems; Waste management; Environmental engineering; Engineering; Distributed generation; Electrical engineering; Mechanical engineering","score_opus":0.0134234883982208,"score_gpt":0.22715700270927713,"score_spread":0.21373351431105633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280633109","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":[0.9971111,0.000032429663,0.0014532729,0.000043697066,0.000005194261,0.000048387756,0.00008558398,0.00001815512,0.0012021433],"genre_scores_gemma":[0.99883693,0.00002823349,0.00075609796,0.0000037204873,0.0000011573952,0.000013915054,0.000031946427,0.00000113888,0.00032686195],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998067,0.000028525967,0.000013584425,0.0000233964,0.00008689162,0.000040918574],"domain_scores_gemma":[0.9996007,0.00016691409,0.000047495443,0.0000308521,0.00011169699,0.000042351752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041225756,0.00013809466,0.00024581954,0.00028574886,0.00041922485,0.0004523933,0.00051260786,0.0003490374,0.0019485534],"category_scores_gemma":[0.00071789976,0.00014066376,0.00023296985,0.00028842324,0.0005586591,0.0008646745,0.0004627802,0.00022943452,0.00011802787],"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":[0.0045735245,0.0013776831,0.027958477,0.00075203524,0.00005444536,0.0024141602,0.00041890485,0.073308975,0.8518707,0.0062562265,0.0008284988,0.030186383],"study_design_scores_gemma":[0.00046317317,0.010597475,0.0241351,0.00006953039,0.00008270383,0.00062603323,0.00152745,0.25631744,0.70031583,0.0014813112,0.004312241,0.00007161919],"about_ca_topic_score_codex":0.0027457543,"about_ca_topic_score_gemma":0.0032116051,"teacher_disagreement_score":0.0027457543,"about_ca_system_score_codex":0.0004616644,"about_ca_system_score_gemma":0.0010116127,"threshold_uncertainty_score":0.0065186024},"labels":[],"label_agreement":null},{"id":"W4280636153","doi":"10.1071/aj21020","title":"Origins of hydrogen sulfide (H2S) in gas reservoirs by isotopic analyses: the mitigation of operation risks","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","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":"Positive Living Society of British Columbia; University of British Columbia","funders":"","keywords":"Hydrogen sulfide; Sulfur; Devonian; Natural gas field; Pyrite; Geology; Sour gas; Fossil fuel; Sulfate; Geochemistry; Coal measures; Hydrogen sulphide; Sulfide; Natural gas; Structural basin; Chemistry; Paleontology","score_opus":0.033660131153120075,"score_gpt":0.2914984885405416,"score_spread":0.25783835738742156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280636153","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":[0.9898057,0.0010565106,0.005616916,0.00012987368,0.000008637104,0.000021847778,0.00025993085,0.000044687997,0.003055984],"genre_scores_gemma":[0.993212,0.0010203898,0.004215655,0.000012400504,0.0000027867002,0.000007313235,0.00013009435,0.000008027591,0.0013913258],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978894,0.00003012912,0.0000090800595,0.00002728551,0.00011685471,0.000027853615],"domain_scores_gemma":[0.99984086,0.000020788359,0.00003810678,0.000007599132,0.0000822492,0.000010391815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000398877,0.00029771056,0.00019493261,0.0007787072,0.00028947808,0.0005222716,0.00027524028,0.00032978246,0.00032191066],"category_scores_gemma":[0.00042766996,0.00015486435,0.00020386309,0.00077165675,0.00018820469,0.0005306041,0.00033403776,0.00018887252,0.00013209223],"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":[0.000596588,0.00013312136,0.42098212,0.00038309125,0.00008376504,0.0006159638,0.0007967881,0.010018094,0.46224752,0.001412895,0.00049388886,0.102236226],"study_design_scores_gemma":[0.00001391963,0.0006106718,0.3943214,0.00013975851,0.00013541816,0.0006538519,0.0031232943,0.058071606,0.5306143,0.0014695079,0.01075881,0.00008747723],"about_ca_topic_score_codex":0.025307292,"about_ca_topic_score_gemma":0.059020765,"teacher_disagreement_score":0.025307292,"about_ca_system_score_codex":0.00076737907,"about_ca_system_score_gemma":0.0007724848,"threshold_uncertainty_score":0.05031997},"labels":[],"label_agreement":null},{"id":"W4281626833","doi":"10.1071/aj21432","title":"ESG Poster ESG7: Marine measurement, monitoring and verification for offshore carbon storage projects – learnings from a coastal Gippsland setting","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","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":"Kensington Health","funders":"","keywords":"Subsea; Carbon capture and storage (timeline); Submarine pipeline; Baseline (sea); Environmental science; Environmental resource management; Computer science; Climate change; Systems engineering; Oceanography; Engineering; Marine engineering; Geology","score_opus":0.01692688666243043,"score_gpt":0.1984915073092084,"score_spread":0.18156462064677797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281626833","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":[0.023584098,0.009069482,0.0355236,0.06702331,0.0347109,0.0012868561,0.005930863,0.004296245,0.81857467],"genre_scores_gemma":[0.07863615,0.005955119,0.024070943,0.0033481258,0.0054440945,0.00042459325,0.008981802,0.0018815022,0.87125754],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99840564,0.00028021302,0.000049011785,0.00016920205,0.0008480099,0.00024796985],"domain_scores_gemma":[0.99591005,0.0004008005,0.00015724383,0.00035287836,0.002117953,0.0010610524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048001255,0.0009391431,0.00040743445,0.0013003288,0.0014548828,0.0049018436,0.0016034555,0.0037066205,0.14064646],"category_scores_gemma":[0.0034037072,0.00034841106,0.00063944794,0.00094954233,0.0011127717,0.0024985038,0.0037070254,0.002669609,0.06593879],"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":[0.0003008238,0.00016868104,0.0010485273,0.00022406233,0.000015787795,0.00045711416,0.00025350318,0.0028094093,0.004714307,0.010689202,0.79121387,0.18810461],"study_design_scores_gemma":[0.000032483054,0.0001938941,0.0028569503,0.00028206984,0.000006846572,0.00019254818,0.00038764413,0.001571262,0.0023885663,0.006865825,0.9851908,0.00003104383],"about_ca_topic_score_codex":0.00739384,"about_ca_topic_score_gemma":0.014237529,"teacher_disagreement_score":0.14064646,"about_ca_system_score_codex":0.0026566326,"about_ca_system_score_gemma":0.004067842,"threshold_uncertainty_score":0.4705093},"labels":[],"label_agreement":null},{"id":"W4281631419","doi":"10.1071/aj21454","title":"Energy Leaders’ Panel","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy Security and Policy","field":"Energy","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":"World Federation of Science Journalists","funders":"","keywords":"Conversation; Energy (signal processing); Panel discussion; Session (web analytics); Transformation (genetics); Business; Political science; Marketing; Advertising; Sociology; Communication; Physics","score_opus":0.04777470700899241,"score_gpt":0.24766163553947668,"score_spread":0.19988692853048426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281631419","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":[0.0034154537,0.0051538628,0.0017160473,0.326891,0.23032203,0.00046935154,0.0013878678,0.00039064506,0.4302536],"genre_scores_gemma":[0.019559532,0.0033518742,0.0009010612,0.09674852,0.030466162,0.00041888875,0.0007581859,0.00029668215,0.84749913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980876,0.00040170652,0.000051877763,0.00025100028,0.0006650601,0.00054271566],"domain_scores_gemma":[0.9947127,0.00063345255,0.00015143331,0.00015977865,0.002440622,0.0019020784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034523124,0.0008284039,0.0002965932,0.00057361386,0.0040093563,0.0038470894,0.00085194537,0.0054557445,0.16999634],"category_scores_gemma":[0.0067389673,0.00036738778,0.0007393397,0.00041788965,0.00062496413,0.0022998916,0.0025594255,0.0067714406,0.07144891],"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":[0.000017176135,0.000014846698,0.000038731385,0.0000173984,9.789677e-7,0.000058805967,0.000058512043,0.000012034293,0.00011857434,0.00080730766,0.99424595,0.004609601],"study_design_scores_gemma":[0.0000060870993,0.000008022344,0.00017937236,0.000025772495,9.381241e-7,0.000020122488,0.00017575492,0.00001292765,0.000071594164,0.00028335568,0.99921215,0.000003856876],"about_ca_topic_score_codex":0.0020108866,"about_ca_topic_score_gemma":0.007934889,"teacher_disagreement_score":0.16999634,"about_ca_system_score_codex":0.0013129108,"about_ca_system_score_gemma":0.00390901,"threshold_uncertainty_score":0.5686944},"labels":[],"label_agreement":null},{"id":"W4281636417","doi":"10.1071/aj21465","title":"Panel discussion: Investing through unprecedented change","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"World Federation of Science Journalists","funders":"","keywords":"Session (web analytics); Government (linguistics); Panel discussion; Business; Fossil fuel; Finance; Engineering; Advertising","score_opus":0.10878333041589806,"score_gpt":0.31334840640858797,"score_spread":0.20456507599268992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281636417","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021957736,0.0009664934,0.0008781398,0.84919524,0.041348215,0.00017880852,0.0005813074,0.00013132599,0.10452468],"genre_scores_gemma":[0.038015213,0.0024017459,0.0011741767,0.6684815,0.014048952,0.00086873636,0.0004980381,0.00021143838,0.27430028],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805295,0.0006191336,0.000043030308,0.00026936838,0.0004622415,0.0005532884],"domain_scores_gemma":[0.99586594,0.0017756164,0.00011114136,0.00018160976,0.000803241,0.0012624955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008513477,0.0007910501,0.00044833292,0.00038643437,0.0074197287,0.007087916,0.0014626455,0.018885372,0.071350984],"category_scores_gemma":[0.012341201,0.00040539773,0.0010361603,0.0006169101,0.0015637454,0.007516697,0.0042577074,0.01850212,0.01673348],"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":[0.000017261595,0.000014213333,0.00005860298,0.000025466645,0.000002038524,0.00005766268,0.00035861292,0.000034150493,0.000082959305,0.004806448,0.99217844,0.002364065],"study_design_scores_gemma":[0.000018733028,0.000019731751,0.0004937782,0.00010738301,0.0000045902007,0.000028727634,0.0018782439,0.00005324383,0.00011976208,0.003606847,0.9936527,0.000016197744],"about_ca_topic_score_codex":0.0075169997,"about_ca_topic_score_gemma":0.014996465,"teacher_disagreement_score":0.071350984,"about_ca_system_score_codex":0.0030121484,"about_ca_system_score_gemma":0.007530758,"threshold_uncertainty_score":0.23869282},"labels":[],"label_agreement":null},{"id":"W4281640156","doi":"10.1071/aj21379","title":"Concurrent 22. Presentation for: Strength in numbers: how the different satellite systems used to monitor methane emissions from space have different, yet complementary, capabilities to help the oil and gas industry meet its decarbonisation goals","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"Institute of Aging; GHGSat (Canada)","funders":"","keywords":"Petroleum industry; Methane; Satellite; Presentation (obstetrics); Computer science; Work (physics); Environmental science; Systems engineering; Engineering; Aerospace engineering; Mechanical engineering","score_opus":0.030601443265731935,"score_gpt":0.26655419353309373,"score_spread":0.2359527502673618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281640156","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":[0.0019886529,0.0012902548,0.0037796388,0.022665491,0.0585624,0.00093432335,0.005052463,0.005031988,0.9006947],"genre_scores_gemma":[0.0053905905,0.00040384688,0.0007158517,0.002075486,0.004082412,0.00018386205,0.0018375601,0.001207846,0.98410255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988481,0.00015505539,0.000038504902,0.00022524846,0.000436464,0.00029662953],"domain_scores_gemma":[0.9975896,0.00018102364,0.00006687809,0.00016885379,0.0012559061,0.0007377517],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019186648,0.0011990549,0.0006014233,0.00063015544,0.002499273,0.0068729245,0.0012978492,0.0028205882,0.6724715],"category_scores_gemma":[0.0037657681,0.00047003428,0.00091795705,0.00044087222,0.00067094393,0.0031184324,0.0036945886,0.003913898,0.43572095],"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":[0.00010129939,0.000029798328,0.000106061176,0.00006299295,0.000003360811,0.000040471226,0.00006638904,0.000033066513,0.00050593965,0.0009842316,0.9829743,0.015092083],"study_design_scores_gemma":[0.000020391495,0.00003317618,0.0003143133,0.000042764408,0.0000027949204,0.00002327148,0.000070993665,0.0000670756,0.0002002643,0.00054350414,0.99867296,0.000008601912],"about_ca_topic_score_codex":0.00445894,"about_ca_topic_score_gemma":0.012047194,"teacher_disagreement_score":0.6724715,"about_ca_system_score_codex":0.0020480237,"about_ca_system_score_gemma":0.00214334,"threshold_uncertainty_score":0.4671796},"labels":[],"label_agreement":null},{"id":"W4281644809","doi":"10.1071/aj21468","title":"APPEA Panel Series. How are global energy markets responding to the invasion of the Ukraine and what might happen next?","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy Security and Policy","field":"Energy","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":"World Federation of Science Journalists","funders":"","keywords":"Relation (database); Energy (signal processing); Political science; Computer science; Physics; Data mining","score_opus":0.02240076539293377,"score_gpt":0.2242933686288541,"score_spread":0.20189260323592034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281644809","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":[0.0050940597,0.010729253,0.0012055614,0.19531423,0.047368187,0.0007452156,0.059154388,0.0005759972,0.67981297],"genre_scores_gemma":[0.027827501,0.007116047,0.0011259072,0.04173818,0.006054247,0.0006926624,0.014752474,0.0004433221,0.9002497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942636,0.00006958686,0.000022119792,0.000059633803,0.0002681233,0.00015421053],"domain_scores_gemma":[0.99789524,0.00035228327,0.00015130577,0.00011413373,0.0010325905,0.00045441647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002276945,0.0005782802,0.0003412988,0.00044431383,0.002118135,0.0037895578,0.0014318076,0.005577193,0.16070642],"category_scores_gemma":[0.0037636862,0.0003167656,0.0008028977,0.0011711044,0.00045166223,0.0023826961,0.0012309074,0.0035924416,0.046485055],"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":[0.00003142038,0.000018511206,0.00018562516,0.000069415,0.0000029373848,0.000050859162,0.000026918391,0.00003769248,0.0001199934,0.0011749215,0.99425596,0.004025772],"study_design_scores_gemma":[0.000014664455,0.000018413602,0.004352603,0.000107102576,0.0000059830977,0.000019457062,0.00018127599,0.00004282646,0.00015638417,0.0006634089,0.99442816,0.000009805371],"about_ca_topic_score_codex":0.04846781,"about_ca_topic_score_gemma":0.110550255,"teacher_disagreement_score":0.16070642,"about_ca_system_score_codex":0.0018969093,"about_ca_system_score_gemma":0.0059422995,"threshold_uncertainty_score":0.5376165},"labels":[],"label_agreement":null},{"id":"W4281660170","doi":"10.1071/aj21369","title":"Concurrent 20. Presentation for: Finding winners in the hydrogen hype","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hybrid Renewable Energy Systems","field":"Energy","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":"Electrification; Renewable energy; Electricity; Fossil fuel; Natural resource economics; Business; Energy security; Coal; Waste management; Environmental science; Economics; Engineering","score_opus":0.03651170894785197,"score_gpt":0.2835066798138577,"score_spread":0.24699497086600572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281660170","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":[0.0016439437,0.0014478886,0.0013771544,0.027006028,0.10092906,0.00086409156,0.0055421996,0.0028565826,0.85833305],"genre_scores_gemma":[0.0024511903,0.00027188554,0.00022594404,0.0025240781,0.0051273424,0.00014108127,0.0015996417,0.00046170273,0.98719704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903214,0.00009530548,0.000024287036,0.00017735989,0.00033836224,0.0003325327],"domain_scores_gemma":[0.9977831,0.00010991198,0.000040960957,0.00010759097,0.0007902433,0.0011681969],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019127942,0.0013366311,0.0007660007,0.000648588,0.0038463895,0.0072120717,0.0017686195,0.0046877833,0.72253424],"category_scores_gemma":[0.0025435998,0.00046154953,0.0010694503,0.00048708136,0.0006150148,0.0032943427,0.0055123502,0.005673998,0.52836466],"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":[0.00008271476,0.00004214576,0.00006255934,0.00004080371,0.000002326692,0.000030127081,0.000031565054,0.000012524234,0.00015486243,0.00072940165,0.9911981,0.0076128826],"study_design_scores_gemma":[0.00002032628,0.000040257128,0.00031144737,0.000043563967,0.000002377245,0.00001276565,0.00009965693,0.000028519366,0.00008990434,0.00047494308,0.9988702,0.000005909302],"about_ca_topic_score_codex":0.0033107607,"about_ca_topic_score_gemma":0.012762366,"teacher_disagreement_score":0.72253424,"about_ca_system_score_codex":0.0017756765,"about_ca_system_score_gemma":0.0021036102,"threshold_uncertainty_score":0.3957712},"labels":[],"label_agreement":null},{"id":"W4281689220","doi":"10.1071/aj21416","title":"Engineering Poster E4: Strength in numbers: how the different satellite systems used to monitor methane emissions from space have different, yet complementary, capabilities to help the oil and gas industry meet its decarbonisation goals","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"Institute of Aging; GHGSat (Canada)","funders":"","keywords":"Methane; Methane emissions; Petroleum industry; Confusion; Satellite; Analytics; Fossil fuel; Work (physics); Computer science; Environmental science; Systems engineering; Engineering; Data science; Aerospace engineering; Waste management; Mechanical engineering","score_opus":0.017733353679455513,"score_gpt":0.2219734105149112,"score_spread":0.2042400568354557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281689220","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":[0.008733491,0.0036445258,0.014460462,0.049390584,0.04388817,0.0004033547,0.0010282454,0.0019674725,0.8764837],"genre_scores_gemma":[0.0414636,0.002992672,0.0067151017,0.0050502284,0.0072048055,0.00014756291,0.000868796,0.0014179277,0.93413925],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978922,0.00033656732,0.000069129135,0.0003078799,0.0010968739,0.00029735095],"domain_scores_gemma":[0.99649316,0.0003996582,0.000115229785,0.00031277808,0.0019211972,0.00075801776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026950045,0.0010239434,0.00033902616,0.0010006975,0.0021338612,0.00848321,0.0011640199,0.002877423,0.25762984],"category_scores_gemma":[0.005323995,0.0004541436,0.00073050684,0.00074486784,0.0011128813,0.0044160862,0.0029009765,0.0031398106,0.1208246],"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":[0.00021782199,0.00011499745,0.00055985263,0.00023684141,0.0000138321775,0.00019345887,0.00025927337,0.00057125743,0.0054281903,0.013226877,0.8646161,0.1145615],"study_design_scores_gemma":[0.000021613352,0.00015081109,0.00092429336,0.00009014397,0.0000085586025,0.00017066773,0.00029553435,0.00047066077,0.0023004091,0.0063595707,0.989183,0.00002478829],"about_ca_topic_score_codex":0.0014761554,"about_ca_topic_score_gemma":0.002768563,"teacher_disagreement_score":0.25762984,"about_ca_system_score_codex":0.0017589328,"about_ca_system_score_gemma":0.001919949,"threshold_uncertainty_score":0.86185765},"labels":[],"label_agreement":null},{"id":"W4281712427","doi":"10.1071/aj21381","title":"Concurrent 22. Presentation for: Intelligent monitoring of fugitive emissions – comparison of continuous monitoring with intelligent analytics to other emissions monitoring technologies","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Air Quality Monitoring and Forecasting","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":"Air Canada","funders":"","keywords":"Fugitive emissions; Greenhouse gas; Analytics; Context (archaeology); Emerging technologies; Environmental monitoring; Environmental science; Computer science; Engineering; Systems engineering; Data science; Environmental engineering","score_opus":0.08451598633582215,"score_gpt":0.3582818657886499,"score_spread":0.27376587945282777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281712427","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":[0.01216606,0.0032552786,0.017028313,0.00906374,0.02783965,0.0016225999,0.008007285,0.0096494695,0.91136754],"genre_scores_gemma":[0.04334703,0.0016159775,0.00550575,0.0012980665,0.0052347616,0.0005165475,0.008137383,0.0024172072,0.93192726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999321,0.000098610464,0.000017041164,0.00012740774,0.00032061752,0.00011544134],"domain_scores_gemma":[0.99827826,0.0002085111,0.000051355106,0.00013582161,0.0009221419,0.00040383867],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015638458,0.0010802895,0.0006811264,0.0007083339,0.0011501138,0.004828516,0.0014353858,0.0015726665,0.42177412],"category_scores_gemma":[0.0026616517,0.0003007442,0.0005761879,0.00054742605,0.00028580308,0.0018417273,0.0019361398,0.0015619165,0.1737763],"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":[0.0009584837,0.00023673882,0.0005117625,0.00022315167,0.000023493178,0.00010260126,0.00008968641,0.0005553235,0.0039323512,0.0019185047,0.89731944,0.09412853],"study_design_scores_gemma":[0.00014219049,0.000386243,0.002684215,0.00012551092,0.000024515242,0.00006702245,0.0001541811,0.0020480813,0.0027457958,0.0016517541,0.98993474,0.000035645153],"about_ca_topic_score_codex":0.0028423544,"about_ca_topic_score_gemma":0.0046073934,"teacher_disagreement_score":0.42177412,"about_ca_system_score_codex":0.0011095089,"about_ca_system_score_gemma":0.0010518202,"threshold_uncertainty_score":0.824769},"labels":[],"label_agreement":null},{"id":"W4281713547","doi":"10.1071/aj21461","title":"Panel discussion: The shape of things to come","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Sustainable Development and Policies","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":"World Federation of Science Journalists","funders":"","keywords":"Panel discussion; Transformation (genetics); Business; Emerging technologies; Marketing; Telecommunications; Engineering; Computer science; Advertising","score_opus":0.014273151777168645,"score_gpt":0.22357966693159395,"score_spread":0.2093065151544253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281713547","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014710271,0.0010319853,0.0004890287,0.8627567,0.037369426,0.0001397385,0.0010011287,0.000060505245,0.09568044],"genre_scores_gemma":[0.025269726,0.0016440122,0.0006765685,0.7548169,0.009204198,0.00052441854,0.0006521958,0.00020468891,0.2070072],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997719,0.0005483405,0.00006770142,0.0003941507,0.0005906547,0.00068020023],"domain_scores_gemma":[0.99507105,0.0018757837,0.00013507908,0.00018348308,0.0012385623,0.0014960815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006826806,0.0006787844,0.0004899045,0.0004867126,0.012185548,0.008767966,0.0016069892,0.022813018,0.078377716],"category_scores_gemma":[0.012223317,0.00044574862,0.0013491611,0.00079500227,0.0027813707,0.008442197,0.0055550067,0.026785487,0.018687332],"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":[0.000019750103,0.000006477424,0.00008997513,0.000042289503,0.0000020113196,0.000106623054,0.0009653116,0.000022742744,0.0001345449,0.008665392,0.9878021,0.002142813],"study_design_scores_gemma":[0.000010898822,0.0000064195156,0.00030019452,0.00010875995,0.0000031900058,0.000032613585,0.0027923903,0.000018985076,0.00010510569,0.0034367715,0.9931678,0.000016826663],"about_ca_topic_score_codex":0.02004097,"about_ca_topic_score_gemma":0.02862613,"teacher_disagreement_score":0.078377716,"about_ca_system_score_codex":0.004627205,"about_ca_system_score_gemma":0.009996242,"threshold_uncertainty_score":0.26219958},"labels":[],"label_agreement":null},{"id":"W4281716105","doi":"10.1071/aj21305","title":"Concurrent 2. Presentation for: Feasibility study of adiabatic compressed air energy storage in porous reservoirs","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Integrated Energy Systems Optimization","field":"Engineering","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":"Kensington Health","funders":"","keywords":"Compressed air energy storage; Energy storage; Environmental science; Renewable energy; Wind hybrid power systems; Compressed air; Pumped-storage hydroelectricity; Petroleum engineering; Process engineering; Waste management; Engineering; Distributed generation; Electrical engineering; Mechanical engineering; Power (physics)","score_opus":0.023181693660312582,"score_gpt":0.2548201864631281,"score_spread":0.2316384928028155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281716105","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":[0.5182302,0.0005791453,0.032144807,0.0034324846,0.0025876574,0.003848549,0.008050312,0.0029389441,0.42818785],"genre_scores_gemma":[0.71670514,0.00022530036,0.007673253,0.0002727496,0.0002351846,0.00058560923,0.0022132173,0.00028339314,0.2718061],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998404,0.000018947674,0.000003930003,0.000024279114,0.00007541455,0.000036970072],"domain_scores_gemma":[0.99966073,0.00007112328,0.000012471964,0.000028910124,0.00014732251,0.00007944309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006248823,0.00026977787,0.0002755472,0.0002676282,0.00081381004,0.00089672866,0.0007904273,0.0006834786,0.12559608],"category_scores_gemma":[0.00048583493,0.00015543331,0.00039720154,0.00015306243,0.00018232854,0.00055983284,0.0007103172,0.0004785702,0.0130973235],"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":[0.017088028,0.004144651,0.010592462,0.001226288,0.000082837854,0.003085376,0.0012015778,0.019578574,0.36494663,0.011699969,0.30814552,0.25820813],"study_design_scores_gemma":[0.0020486133,0.024409708,0.031286854,0.0002858247,0.00013142075,0.0006883047,0.0026049854,0.060076937,0.31237483,0.00815597,0.5577356,0.00020100463],"about_ca_topic_score_codex":0.0016558132,"about_ca_topic_score_gemma":0.0027296997,"teacher_disagreement_score":0.12559608,"about_ca_system_score_codex":0.00038477028,"about_ca_system_score_gemma":0.00063872925,"threshold_uncertainty_score":0.4201607},"labels":[],"label_agreement":null},{"id":"W4281719624","doi":"10.1071/aj21427","title":"ESG Poster ESG2: Quantifying the reduction of rehabilitation needs and safety risks in the use of innovative well and flowline decommissioning tools","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","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":"Nuclear decommissioning; Work (physics); Wellhead; Engineering; Environmental science; Civil engineering; Waste management; Petroleum engineering","score_opus":0.061060095467958715,"score_gpt":0.2764391916477953,"score_spread":0.21537909617983658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281719624","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":[0.68105537,0.001727743,0.01136049,0.008859403,0.001116134,0.0023169627,0.054183427,0.0007272283,0.23865321],"genre_scores_gemma":[0.8302801,0.0018634087,0.016819537,0.0012105257,0.00057894515,0.0024359722,0.028103404,0.00022792115,0.11848022],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99776983,0.0004079549,0.000072882634,0.00016560958,0.0013682792,0.00021539639],"domain_scores_gemma":[0.99473286,0.0013368361,0.0008674578,0.000291884,0.002066585,0.00070439663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031838058,0.00058022526,0.00025638554,0.0017274562,0.0006323839,0.0020233258,0.00060434436,0.001319986,0.04680452],"category_scores_gemma":[0.0062163146,0.00020486346,0.0008524395,0.0013048378,0.0005433469,0.001291935,0.0022295637,0.0009810869,0.0063385223],"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":[0.0022625448,0.001758667,0.21499754,0.0035765048,0.0002674155,0.0005679968,0.0058964537,0.010390088,0.011917126,0.008556016,0.2758306,0.46397898],"study_design_scores_gemma":[0.000060805953,0.0035793544,0.79688025,0.00090304157,0.000089578374,0.00021758341,0.007885364,0.0023343205,0.006347468,0.0040095528,0.17757536,0.00011722778],"about_ca_topic_score_codex":0.0053143273,"about_ca_topic_score_gemma":0.010279856,"teacher_disagreement_score":0.04680452,"about_ca_system_score_codex":0.0017439314,"about_ca_system_score_gemma":0.0020462351,"threshold_uncertainty_score":0.1565767},"labels":[],"label_agreement":null},{"id":"W4281775353","doi":"10.1071/aj21464","title":"Panel discussion: Our workforce for the future","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Health and Medical Research Impacts","field":"Medicine","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":"World Federation of Science Journalists","funders":"","keywords":"Workforce; Session (web analytics); Panel discussion; Enhanced Data Rates for GSM Evolution; Workforce development; Computer science; Undergraduate education; Business; Public relations; Political science; Multimedia; Telecommunications; Advertising; Medical education; Law; Medicine","score_opus":0.19795031830052717,"score_gpt":0.43809078528078993,"score_spread":0.24014046698026276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281775353","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008937595,0.00082943944,0.00050622487,0.9042126,0.058642298,0.00014806692,0.0005218719,0.00012857406,0.03411712],"genre_scores_gemma":[0.012871063,0.0019385227,0.0010067406,0.7685561,0.017330252,0.00074579177,0.0005772309,0.00017293284,0.19680125],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981615,0.00041806785,0.000068714915,0.0002669647,0.00046054568,0.0006243761],"domain_scores_gemma":[0.9930894,0.0010522421,0.00016366372,0.00019109645,0.0021623822,0.0033412387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059109987,0.000868079,0.00048017158,0.00045132163,0.00799832,0.005975355,0.0013183414,0.017814474,0.1211048],"category_scores_gemma":[0.012896436,0.00041598306,0.0009530281,0.0004511971,0.0011770782,0.0066085155,0.004396062,0.01908854,0.04894922],"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":[0.0000103357215,0.0000065341437,0.00006837887,0.000016372625,6.442741e-7,0.000038125374,0.00011763741,0.0000062130034,0.000064610715,0.00062474475,0.9964479,0.0025985418],"study_design_scores_gemma":[0.000012684779,0.000017389653,0.00043295271,0.00017715232,0.000003074536,0.00006382558,0.0021803817,0.000023732415,0.00010686092,0.0012786128,0.99568695,0.000016233349],"about_ca_topic_score_codex":0.005441654,"about_ca_topic_score_gemma":0.01029359,"teacher_disagreement_score":0.1211048,"about_ca_system_score_codex":0.0025900898,"about_ca_system_score_gemma":0.010588043,"threshold_uncertainty_score":0.40513593},"labels":[],"label_agreement":null},{"id":"W4281779848","doi":"10.1071/aj21397","title":"Geoscience Poster G1: Origins of hydrogen sulfide (H2S) in gas reservoirs by isotopic analyses: the mitigation of operation risks","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Atmospheric and Environmental Gas Dynamics","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":"Hydrogen sulfide; Devonian; Geology; Sulfur; Fossil fuel; Pyrite; Natural gas field; Geochemistry; Sour gas; Sulfate; Coal measures; Structural basin; Natural gas; Paleontology; Chemistry","score_opus":0.020474414104998232,"score_gpt":0.2694166578800506,"score_spread":0.24894224377505236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281779848","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":[0.10907958,0.011812632,0.013611597,0.026301205,0.017129855,0.0012903275,0.01923199,0.00422348,0.79731935],"genre_scores_gemma":[0.21850698,0.008721362,0.012282835,0.0016457791,0.0051765926,0.00028357422,0.015094139,0.0012346187,0.73705417],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9997085,0.0000239619,0.0000063916523,0.000044371343,0.00017165813,0.000045063734],"domain_scores_gemma":[0.9993662,0.0000614308,0.00004422994,0.000048289923,0.00030134642,0.00017857608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060620165,0.0007129557,0.0002724911,0.001819109,0.0011342348,0.0018337946,0.00063204474,0.0014918398,0.12074509],"category_scores_gemma":[0.0005967976,0.00025276133,0.0006738475,0.001630156,0.00032272772,0.0007588859,0.000990247,0.0011133162,0.033475675],"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":[0.0009435599,0.00021987299,0.0074624326,0.00071745436,0.00006185123,0.00069681153,0.0003038048,0.0018780201,0.04198697,0.0029141433,0.7613552,0.18145984],"study_design_scores_gemma":[0.00009088702,0.000623254,0.03588732,0.00025559246,0.00006134617,0.00058610685,0.0007768184,0.0018532457,0.036356285,0.0039693695,0.91947776,0.00006199227],"about_ca_topic_score_codex":0.0041285986,"about_ca_topic_score_gemma":0.01143729,"teacher_disagreement_score":0.12074509,"about_ca_system_score_codex":0.0010944303,"about_ca_system_score_gemma":0.0009586845,"threshold_uncertainty_score":0.40393257},"labels":[],"label_agreement":null},{"id":"W4281786543","doi":"10.1071/aj21306","title":"Concurrent 2. Presentation for: Techno-economic evaluation of blue hydrogen production with carbon capture and storage for onshore Eastern Australia","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Alberta Bone and Joint Health Institute; Calgary Laboratory Services","funders":"","keywords":"Environmental science; Hydrogen production; Production (economics); Natural gas; Waste management; Carbon capture and storage (timeline); Environmental engineering; Engineering; Hydrogen; Geology; Climate change; Chemistry","score_opus":0.054174876714022185,"score_gpt":0.31939861460899877,"score_spread":0.26522373789497655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281786543","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":[0.07589324,0.0005876486,0.0084135365,0.005691388,0.0038523085,0.004549007,0.0069934702,0.0013989569,0.8926205],"genre_scores_gemma":[0.0757177,0.00025342478,0.0015028708,0.00034557492,0.00029972263,0.00037351984,0.0023599246,0.00026647002,0.9188808],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995065,0.0000820201,0.000010609368,0.000045080327,0.00023563975,0.00012019059],"domain_scores_gemma":[0.99926585,0.0000792161,0.000023031402,0.00004096506,0.00039626376,0.00019470339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020132498,0.00065399724,0.00038314125,0.00057560473,0.0012051229,0.0022018158,0.0007781909,0.0010043766,0.2059297],"category_scores_gemma":[0.0010661006,0.00027376917,0.0007424881,0.00027809406,0.0002246613,0.00065292633,0.0014108542,0.0009356024,0.03542301],"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":[0.0026779037,0.001728991,0.0053069387,0.00045523033,0.00006369359,0.00075887935,0.00055374217,0.012598632,0.011966302,0.004484063,0.80657053,0.15283515],"study_design_scores_gemma":[0.00055676315,0.0030115286,0.03013017,0.00029211934,0.000054394073,0.00010862844,0.0009937063,0.013255435,0.007933697,0.004405601,0.9391681,0.00008995545],"about_ca_topic_score_codex":0.016797377,"about_ca_topic_score_gemma":0.049886826,"teacher_disagreement_score":0.2059297,"about_ca_system_score_codex":0.0019715324,"about_ca_system_score_gemma":0.00173953,"threshold_uncertainty_score":0.68890345},"labels":[],"label_agreement":null},{"id":"W4281986556","doi":"10.1071/aj21469","title":"APPEA Panel Series. Challenges and opportunities for offshore oil and gas decommissioning in Australia","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","field":"Engineering","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":"Smiths Detection (Canada)","funders":"","keywords":"Nuclear decommissioning; Legislation; Petroleum industry; Business; Government (linguistics); Submarine pipeline; Petroleum; Engineering; Waste management; Political science; Law; Geology; Environmental engineering","score_opus":0.0913257816106504,"score_gpt":0.2507305286846098,"score_spread":0.1594047470739594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281986556","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":[0.042858213,0.032213416,0.0015048848,0.45819893,0.044866234,0.0010704808,0.0039555132,0.000204098,0.4151282],"genre_scores_gemma":[0.065070346,0.013275536,0.0012321769,0.055721164,0.0045133526,0.0004359068,0.001369969,0.00015105076,0.8582305],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989737,0.00012892908,0.000046216806,0.00008730219,0.0005026478,0.00026116444],"domain_scores_gemma":[0.99713564,0.00033534848,0.00015473922,0.000085139975,0.0011925054,0.0010966676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040408936,0.00037920775,0.00024211715,0.00045498158,0.0035775409,0.003200286,0.0010200853,0.0062745325,0.041245997],"category_scores_gemma":[0.0046436377,0.00036827088,0.00057203794,0.0006664393,0.00070983375,0.0018417063,0.0019585972,0.0040921117,0.006813437],"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":[0.00004728327,0.00009176545,0.0012672615,0.00027208423,0.000006951712,0.0005253278,0.000638473,0.00018105473,0.00085759786,0.0035825681,0.97082484,0.021704806],"study_design_scores_gemma":[0.000008291552,0.000048605594,0.01210133,0.00017624734,0.0000044462654,0.00006344215,0.0007951951,0.000081321,0.00012959143,0.00042131863,0.98615813,0.000012149463],"about_ca_topic_score_codex":0.08185377,"about_ca_topic_score_gemma":0.19771235,"teacher_disagreement_score":0.08185377,"about_ca_system_score_codex":0.0024295824,"about_ca_system_score_gemma":0.014496426,"threshold_uncertainty_score":0.16275465},"labels":[],"label_agreement":null},{"id":"W4282011754","doi":"10.1071/aj21386","title":"Concurrent 23. Presentation for: Industry-wide learnings from the independent review of Australia’s most complex decommissioning program","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Marine and Offshore Engineering Studies","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":"Nuclear decommissioning; General partnership; Legislation; Engineering; Business; Environmental planning; Finance; Waste management; Law; Political science; Environmental science","score_opus":0.04991561312135489,"score_gpt":0.3206715581113771,"score_spread":0.2707559449900222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282011754","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":[0.0044117454,0.017847994,0.004496259,0.2579281,0.22277391,0.005639362,0.0051084547,0.0022845005,0.47950977],"genre_scores_gemma":[0.0076403855,0.003240182,0.0010726817,0.020652935,0.010094312,0.0010277454,0.001921676,0.00062501186,0.95372504],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927383,0.0009818411,0.00032764435,0.0007112919,0.0042268434,0.0010139786],"domain_scores_gemma":[0.97233826,0.0018684645,0.00090461544,0.00097448676,0.019091254,0.004822955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014169828,0.00077443727,0.00056564674,0.0016501617,0.0034513122,0.0069237016,0.0024822531,0.0042443313,0.20881973],"category_scores_gemma":[0.021484597,0.00059954985,0.00089948846,0.0009361249,0.001232732,0.0031040732,0.005426493,0.005180615,0.084832214],"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":[0.000023784592,0.000025317553,0.000091439586,0.00023212086,0.0000025294564,0.00003923208,0.0002091417,0.000018954575,0.00037581762,0.00095710426,0.97265697,0.025367584],"study_design_scores_gemma":[0.000006862883,0.000020887072,0.0008387069,0.00019719126,0.0000017714179,0.000012648646,0.00011884032,0.000014296249,0.000100949976,0.00014673112,0.9985348,0.000006293761],"about_ca_topic_score_codex":0.022983575,"about_ca_topic_score_gemma":0.06294134,"teacher_disagreement_score":0.20881973,"about_ca_system_score_codex":0.0066833035,"about_ca_system_score_gemma":0.018698413,"threshold_uncertainty_score":0.69857156},"labels":[],"label_agreement":null},{"id":"W4376105740","doi":"10.1071/aj22095","title":"Seeing sustainability reporting through a lens of value creation","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Sustainability; Business; Sustainability reporting; Transparency (behavior); Accounting; Sustainability organizations; International Financial Reporting Standards; Leverage (statistics); Corporate social responsibility; Public relations; Political science","score_opus":0.06295181103406988,"score_gpt":0.2893638088891089,"score_spread":0.22641199785503902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376105740","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":[0.008141589,0.033176977,0.09481602,0.43652397,0.007451621,0.000117953765,0.0005263397,0.00045137457,0.41879418],"genre_scores_gemma":[0.6955358,0.050532587,0.09539446,0.05523588,0.027285457,0.0006039649,0.0008624497,0.0013480232,0.07320144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9783587,0.013963311,0.0005517669,0.0016105511,0.004303899,0.001211849],"domain_scores_gemma":[0.9576111,0.029584426,0.0028345298,0.003761773,0.004336839,0.0018713732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028528607,0.0017759426,0.0009004325,0.010924053,0.009827127,0.047508307,0.0037167966,0.015190653,0.0125975525],"category_scores_gemma":[0.039865818,0.0008866742,0.0012017613,0.008882199,0.060017895,0.061830606,0.013983283,0.016452234,0.0024506792],"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":[0.000004803703,0.000007019125,0.00013431134,0.000046915913,0.0000031286206,0.00008522485,0.003962793,0.000114169794,0.000048736696,0.9811643,0.00784296,0.0065856604],"study_design_scores_gemma":[0.000006116079,0.000009257173,0.00011749594,0.00036312628,0.0000054590187,0.00011542309,0.0051991786,0.00033147322,0.00013996608,0.75602466,0.23766692,0.000020812993],"about_ca_topic_score_codex":0.0063995114,"about_ca_topic_score_gemma":0.0043455353,"teacher_disagreement_score":0.047508307,"about_ca_system_score_codex":0.013248542,"about_ca_system_score_gemma":0.008953042,"threshold_uncertainty_score":0.15087545},"labels":[],"label_agreement":null},{"id":"W4376105852","doi":"10.1071/aj22135","title":"Creating culturally responsive and safe workplaces for the advancement of First Nations people","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Mining and Resource Management","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":"Workforce; Mindset; Indigenous; Public relations; Welfare; Psychological intervention; Economic growth; Work (physics); Sustainable development; Business; Political science; Nursing; Medicine; Engineering; Law; Economics","score_opus":0.010881095311000278,"score_gpt":0.23293105085129476,"score_spread":0.22204995554029447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376105852","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":[0.40300664,0.0067930943,0.046615448,0.28385207,0.005971447,0.00082306535,0.00014296021,0.0010880518,0.25170726],"genre_scores_gemma":[0.862365,0.003831344,0.05642573,0.032666247,0.00039191486,0.00068202516,0.00010706899,0.00036350466,0.043167166],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99226487,0.004989109,0.00014581103,0.00025179886,0.0011153831,0.0012330587],"domain_scores_gemma":[0.9879429,0.0016247014,0.0008140022,0.00092659297,0.0014519732,0.0072397753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009542353,0.00041318295,0.00031376717,0.00071332307,0.014900315,0.008199845,0.001631771,0.003252349,0.011462372],"category_scores_gemma":[0.011799702,0.0004099364,0.0006417879,0.0003589441,0.006642135,0.005618912,0.01946223,0.007115713,0.002807793],"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":[0.000071112496,0.0011130016,0.014313698,0.0009929312,0.000056639514,0.0023486922,0.57558745,0.00063538627,0.007175724,0.04102387,0.10629797,0.25038356],"study_design_scores_gemma":[0.000021257189,0.000309432,0.010023495,0.0016082422,0.000023869576,0.0010097881,0.39406258,0.0006497158,0.0016370461,0.024379425,0.5661788,0.00009636656],"about_ca_topic_score_codex":0.006218383,"about_ca_topic_score_gemma":0.023267047,"teacher_disagreement_score":0.014900315,"about_ca_system_score_codex":0.0025036703,"about_ca_system_score_gemma":0.01617484,"threshold_uncertainty_score":0.050465405},"labels":[],"label_agreement":null},{"id":"W4376108858","doi":"10.1071/aj22232","title":"The rising influence of ex-region fundamentals on Asian LNG prices","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Liquefied natural gas; Market liquidity; Economics; Portfolio; China; Economy; Business; International trade; Finance; Natural gas; Geography; Engineering","score_opus":0.0237463838099546,"score_gpt":0.3049546508141574,"score_spread":0.2812082670042028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376108858","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":[0.7854553,0.005417871,0.007449341,0.013454706,0.00070339686,0.000016898486,0.0016281537,0.00017401471,0.18570039],"genre_scores_gemma":[0.98544693,0.0025537054,0.00076882564,0.0006743722,0.00014187631,0.0000043669897,0.00029620732,0.000051530973,0.010062131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99986136,0.00001665536,0.000009303954,0.000029319457,0.0000475625,0.000035760862],"domain_scores_gemma":[0.99948454,0.000060835147,0.00019584224,0.00002362519,0.00016980266,0.00006536625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039057276,0.00026450024,0.00017468636,0.00029271154,0.0006137939,0.0038096264,0.00027184084,0.00057758123,0.0057097715],"category_scores_gemma":[0.0009370226,0.00014427664,0.0002954812,0.0005207014,0.0006387152,0.0025257885,0.0009247419,0.0017278403,0.0008191745],"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":[0.0006653778,0.00013945368,0.29151493,0.0009882177,0.00033659386,0.008200245,0.009973083,0.0153871225,0.036102377,0.45140946,0.050628755,0.13465442],"study_design_scores_gemma":[0.000033070446,0.00031395792,0.49378324,0.0007154271,0.00021217317,0.0022314072,0.01830955,0.028048426,0.023302922,0.0752255,0.35749024,0.00033407137],"about_ca_topic_score_codex":0.011216403,"about_ca_topic_score_gemma":0.012142908,"teacher_disagreement_score":0.011216403,"about_ca_system_score_codex":0.0013882681,"about_ca_system_score_gemma":0.00083204696,"threshold_uncertainty_score":0.02230221},"labels":[],"label_agreement":null},{"id":"W4376109256","doi":"10.1071/aj22035","title":"Collaborative Seismic Environment Plan (CSEP) project – a long-term, consistent, consortium-based approach to environmental approvals","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Arctic and Russian Policy Studies","field":"Social 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":"Dillon Consulting","funders":"National Energy Resources Australia","keywords":"Stakeholder; Environmental impact assessment; Stakeholder engagement; Plan (archaeology); Process (computing); Environmental resource management; Engineering; Computer science; Environmental science","score_opus":0.04504059105327786,"score_gpt":0.3076747906486031,"score_spread":0.26263419959532525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376109256","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":[0.040318582,0.00278643,0.20388888,0.23610511,0.0109817935,0.014000045,0.0022739633,0.0025345597,0.4871105],"genre_scores_gemma":[0.335644,0.0032598067,0.2765464,0.05079183,0.0020709033,0.01237843,0.006215836,0.0020435906,0.31104937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.8725897,0.063302524,0.0065749376,0.005540839,0.04289541,0.00909659],"domain_scores_gemma":[0.80874115,0.04237593,0.009503338,0.018827312,0.0848677,0.035684466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.14783244,0.0006707841,0.0005326421,0.0031193544,0.008978442,0.013227235,0.004799219,0.007169818,0.01444232],"category_scores_gemma":[0.13360406,0.00090702146,0.00079086993,0.0025474024,0.005734122,0.007165577,0.017927205,0.008883203,0.0045007356],"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":[0.00017037465,0.00055320514,0.0036768583,0.00060032756,0.000071920316,0.0013370903,0.011163507,0.003041339,0.0022246817,0.2592913,0.51331395,0.20455554],"study_design_scores_gemma":[0.000042131036,0.00016950768,0.0026438122,0.00045604346,0.000010695952,0.00019070589,0.0036930116,0.0011241699,0.0007665062,0.016186032,0.974642,0.00007545726],"about_ca_topic_score_codex":0.025319982,"about_ca_topic_score_gemma":0.035806138,"teacher_disagreement_score":0.14783244,"about_ca_system_score_codex":0.009978877,"about_ca_system_score_gemma":0.1767349,"threshold_uncertainty_score":0.781822},"labels":[],"label_agreement":null},{"id":"W4415428148","doi":"10.1071/aj21486","title":"APPEA Panel Series. ’Running with the Bulls’ – Investing in the Face of Regulatory Instability and Intervention","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","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":"CBC (Canada)","funders":"","keywords":"Intervention (counseling); Face (sociological concept); Psychological intervention; Investment (military); Panel data; Capital (architecture); Capital market","score_opus":0.05668293096818706,"score_gpt":0.22897813059629507,"score_spread":0.17229519962810802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415428148","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007081691,0.004790021,0.0017979117,0.103312224,0.019564828,0.0002776698,0.02581103,0.0012095568,0.83615506],"genre_scores_gemma":[0.037822183,0.002993942,0.001575092,0.018252539,0.004986877,0.00025494953,0.0083581805,0.000879582,0.92487663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995192,0.00007733715,0.000019204917,0.00006174076,0.00022483603,0.00009766967],"domain_scores_gemma":[0.99633175,0.0010207141,0.00035841143,0.0003275518,0.001183721,0.0007778276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017916724,0.00026425524,0.00021064894,0.00059933215,0.0014536468,0.0032386128,0.00048724253,0.0026002713,0.22521113],"category_scores_gemma":[0.0065117087,0.00022813985,0.00028500066,0.0009865199,0.00040527675,0.0019380315,0.0009462892,0.0020316646,0.06718201],"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":[0.000009288775,0.000004883203,0.0001290248,0.000013920213,7.5180867e-7,0.00002582879,0.00002200097,0.000016531858,0.00007682287,0.0007681719,0.99338293,0.0055497903],"study_design_scores_gemma":[0.000005057135,0.000007338409,0.003267105,0.000047343314,0.000001137577,0.000031737152,0.00007141112,0.00007604451,0.00008951,0.00069915695,0.995698,0.000006176025],"about_ca_topic_score_codex":0.013986283,"about_ca_topic_score_gemma":0.038807288,"teacher_disagreement_score":0.22521113,"about_ca_system_score_codex":0.00090072816,"about_ca_system_score_gemma":0.002334486,"threshold_uncertainty_score":0.7534063},"labels":[],"label_agreement":null},{"id":"W4415428171","doi":"10.1071/aj21478","title":"Panel Discussion: New Energy Technologies – Opportunities and Realities","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy Security and Policy","field":"Energy","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":"CBC (Canada)","funders":"","keywords":"Key (lock); Emerging technologies; New energy; Focus (optics); Plenary session; Session (web analytics); Panel discussion","score_opus":0.0855549311500016,"score_gpt":0.2678147276869123,"score_spread":0.18225979653691068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415428171","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016788711,0.0037512088,0.0006726345,0.79869384,0.11462195,0.0005648082,0.0011869937,0.00009512967,0.07873458],"genre_scores_gemma":[0.02027248,0.0069337557,0.0009230679,0.6554009,0.056285586,0.0020066416,0.0010813168,0.00022269295,0.25687364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975719,0.00050536083,0.000099787234,0.00037549675,0.000671907,0.000775633],"domain_scores_gemma":[0.9951102,0.0017540448,0.00017882265,0.00013152172,0.0014097411,0.0014156881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008514067,0.0016316577,0.0009941861,0.0008084066,0.010079714,0.010902528,0.0022043681,0.033299573,0.10078299],"category_scores_gemma":[0.011090894,0.0006871419,0.0019106696,0.0010549071,0.0017047467,0.007917203,0.006601629,0.026862575,0.032623716],"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":[0.0000582744,0.000030233254,0.00010849053,0.00009843071,0.0000042314437,0.00016342853,0.0003058259,0.000052673506,0.00020695939,0.0030345914,0.9923888,0.0035480435],"study_design_scores_gemma":[0.000026388727,0.000020337908,0.0003732338,0.00021796607,0.000006639831,0.000039832223,0.0012643243,0.000039914055,0.00012516619,0.0018771134,0.9959915,0.000017489903],"about_ca_topic_score_codex":0.0048111794,"about_ca_topic_score_gemma":0.008568986,"teacher_disagreement_score":0.10078299,"about_ca_system_score_codex":0.0044688936,"about_ca_system_score_gemma":0.009135128,"threshold_uncertainty_score":0.33715272},"labels":[],"label_agreement":null},{"id":"W4415505202","doi":"10.1071/aj17261","title":"International perspective: making the supply chain work for you","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Quality and Supply Management","field":"Business, Management and Accounting","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)","funders":"","keywords":"Supply chain; Scope (computer science); Work (physics); Quality (philosophy); Investment (military); Government (linguistics); Service (business)","score_opus":0.031750742637074524,"score_gpt":0.291099876460879,"score_spread":0.2593491338238045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415505202","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00274608,0.008216,0.0049100723,0.8124593,0.009366628,0.000027715862,0.00005497819,0.00011081428,0.1621084],"genre_scores_gemma":[0.1609709,0.029500803,0.007320725,0.5508048,0.00896522,0.00011125881,0.00016596686,0.00045696227,0.24170338],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99275017,0.0033043544,0.00021755237,0.00084551057,0.0013923411,0.0014901521],"domain_scores_gemma":[0.9895906,0.0023677663,0.00059649127,0.0005397328,0.0024388852,0.004466625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010287977,0.0009745433,0.00044923363,0.0009819312,0.010287661,0.023261754,0.0013774282,0.013684722,0.03387783],"category_scores_gemma":[0.012749208,0.0005115404,0.00058530504,0.0013826025,0.015010645,0.02921124,0.0091197705,0.024947885,0.009455407],"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":[0.000023117991,0.000071931856,0.0006542924,0.00029416807,0.000013523782,0.00044095048,0.031661086,0.00027127645,0.00058065937,0.45499182,0.47950554,0.031491745],"study_design_scores_gemma":[0.0000031032596,0.000028747261,0.00027289445,0.00034567318,0.0000039133556,0.0001388458,0.012559672,0.000077011304,0.00011373004,0.03134928,0.955091,0.000016093598],"about_ca_topic_score_codex":0.011476985,"about_ca_topic_score_gemma":0.011747773,"teacher_disagreement_score":0.03387783,"about_ca_system_score_codex":0.006931384,"about_ca_system_score_gemma":0.018769447,"threshold_uncertainty_score":0.11333257},"labels":[],"label_agreement":null},{"id":"W4415513834","doi":"10.1071/aj17271","title":"Plenary Panel Discussion: Energy transformation—the future is now","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"ConocoPhillips (Canada)","funders":"","keywords":"Energy (signal processing); Panel discussion; High energy","score_opus":0.015749593854292573,"score_gpt":0.26347825327997415,"score_spread":0.24772865942568156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415513834","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":[0.00067706616,0.0026997884,0.00072834385,0.64321816,0.28136232,0.0004334457,0.0011734047,0.00016584659,0.06954161],"genre_scores_gemma":[0.018054366,0.0058214655,0.0008334758,0.48835155,0.11321056,0.0017279887,0.0013793765,0.00048731006,0.3701339],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807405,0.0004441181,0.00007714929,0.00027403966,0.0005765646,0.00055410515],"domain_scores_gemma":[0.99427694,0.00146938,0.00019061977,0.00013360138,0.0024083748,0.0015211491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005735544,0.001623818,0.0009692915,0.0007238145,0.0060062823,0.007351858,0.0018155607,0.02218468,0.16807123],"category_scores_gemma":[0.013840538,0.00041546268,0.0015203245,0.0007160863,0.0013459482,0.00571958,0.0047296304,0.022440646,0.059248537],"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":[0.000042742187,0.000010250486,0.000020737221,0.000046769903,0.000001602281,0.000067232126,0.00007216766,0.000015865215,0.00008796437,0.000790455,0.99691546,0.0019289323],"study_design_scores_gemma":[0.000028012755,0.000021244443,0.00030082505,0.00019239735,0.000005310103,0.000034224544,0.0006479072,0.000035061727,0.000109670604,0.0013504436,0.9972606,0.000014370625],"about_ca_topic_score_codex":0.004254676,"about_ca_topic_score_gemma":0.0074661714,"teacher_disagreement_score":0.16807123,"about_ca_system_score_codex":0.004147413,"about_ca_system_score_gemma":0.00581603,"threshold_uncertainty_score":0.56225425},"labels":[],"label_agreement":null},{"id":"W4415513868","doi":"10.1071/aj17265","title":"Conrad Liveris – Presentation","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Neurological and metabolic disorders","field":"Medicine","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":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Presentation (obstetrics); Case presentation","score_opus":0.02309586793873824,"score_gpt":0.301284791318014,"score_spread":0.27818892337927575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415513868","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":[0.013353697,0.03372404,0.0044727833,0.388232,0.22544773,0.00058933324,0.002766469,0.0013988023,0.33001512],"genre_scores_gemma":[0.108288415,0.021465924,0.0018811886,0.07183827,0.09112528,0.00027666334,0.0022786893,0.000894154,0.70195144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934155,0.00012441014,0.00005361985,0.00015943483,0.00018277203,0.0001381919],"domain_scores_gemma":[0.9982516,0.00023570059,0.00011372969,0.00012513954,0.00049685984,0.00077692687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011042331,0.0007576452,0.00073103403,0.0010172767,0.00083885866,0.0019898326,0.0009893252,0.002529276,0.22369932],"category_scores_gemma":[0.009370168,0.00029658334,0.0005311754,0.0002990949,0.00050473533,0.0014444243,0.0015114631,0.0034491841,0.08175924],"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":[0.00021756471,0.00005249133,0.0015954891,0.00020038776,0.000028004293,0.018553803,0.00012083782,0.00013482824,0.00059485156,0.0044094394,0.9174309,0.056661498],"study_design_scores_gemma":[0.0000821184,0.000111354835,0.0011239514,0.00053690845,0.000025271545,0.048336294,0.00021547783,0.00025700053,0.00072651886,0.004620275,0.9439224,0.000042402433],"about_ca_topic_score_codex":0.0008681431,"about_ca_topic_score_gemma":0.0008563339,"teacher_disagreement_score":0.22369932,"about_ca_system_score_codex":0.0010514291,"about_ca_system_score_gemma":0.0012018083,"threshold_uncertainty_score":0.7483488},"labels":[],"label_agreement":null},{"id":"W4415513869","doi":"10.1071/aj17267","title":"Plenary Panel Discussion: A resilient supply chain","year":2018,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","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)","funders":"","keywords":"Supply chain; Supply chain management; Supply chain risk management; Panel data","score_opus":0.022077856684050247,"score_gpt":0.2386638687134449,"score_spread":0.21658601202939465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415513869","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":[0.004470203,0.0018802668,0.0028685194,0.65399224,0.1401433,0.00077924045,0.0011368148,0.00023677634,0.1944926],"genre_scores_gemma":[0.0996089,0.0044613755,0.0028477015,0.23772585,0.0739507,0.0017340297,0.001359793,0.0004874171,0.57782423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849653,0.0005574593,0.000044588112,0.00021672033,0.0003204859,0.000364283],"domain_scores_gemma":[0.9956644,0.0012883287,0.00019009627,0.00013887435,0.001340749,0.0013774968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048382524,0.00091093313,0.00036712832,0.0004928732,0.0066182604,0.006089418,0.0014068118,0.013218188,0.15679957],"category_scores_gemma":[0.012245797,0.00027983854,0.0009154921,0.00052106206,0.0011103257,0.005106183,0.0043659024,0.011467311,0.033909865],"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":[0.000040602605,0.000019937148,0.000051955245,0.000054563145,0.0000029313326,0.0003039381,0.0004164409,0.000073627765,0.00017031247,0.003354979,0.992038,0.003472824],"study_design_scores_gemma":[0.000028304008,0.00002656518,0.00033491277,0.0001971403,0.000004497665,0.0000681148,0.0021102892,0.00008515088,0.00011910844,0.0041730325,0.99283934,0.000013465813],"about_ca_topic_score_codex":0.0028580395,"about_ca_topic_score_gemma":0.005814665,"teacher_disagreement_score":0.15679957,"about_ca_system_score_codex":0.0034917817,"about_ca_system_score_gemma":0.0038700984,"threshold_uncertainty_score":0.52454686},"labels":[],"label_agreement":null},{"id":"W4416333439","doi":"10.1071/aj20244","title":"Shareholder activism and stakeholder engagement","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","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":"Capcom Vancouver (Canada)","funders":"","keywords":"Shareholder; Stakeholder; Stakeholder engagement; Stakeholder theory; Stakeholder analysis","score_opus":0.10615243092360736,"score_gpt":0.2722549661600943,"score_spread":0.16610253523648694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416333439","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":[0.117959954,0.0023870803,0.0037803364,0.072333455,0.000658586,0.0000616396,0.00008652389,0.000041417137,0.802691],"genre_scores_gemma":[0.954504,0.000763385,0.0004220909,0.003377808,0.00016463856,0.00006289122,0.000039670438,0.000024294497,0.04064123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9922431,0.0050299917,0.00007207157,0.00037480422,0.00094620814,0.0013339226],"domain_scores_gemma":[0.9900635,0.0070102904,0.00079956366,0.00040663476,0.00036091026,0.0013590093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063563804,0.00024786068,0.00020434629,0.00083019934,0.0053915153,0.0071417512,0.0005812905,0.0035492985,0.026681239],"category_scores_gemma":[0.012248864,0.00014423551,0.00032258593,0.0010672148,0.0064378493,0.0052248845,0.007511402,0.0034774558,0.0016501625],"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":[0.00025546885,0.0002813499,0.00792222,0.00029228316,0.000049967144,0.001301316,0.11151572,0.0003460884,0.0022248258,0.706016,0.08149773,0.08829707],"study_design_scores_gemma":[0.000068327376,0.00015867437,0.014278543,0.00063093164,0.000024733064,0.0003746183,0.12244927,0.0009267597,0.0018210533,0.2518082,0.6074163,0.000042504933],"about_ca_topic_score_codex":0.0021233116,"about_ca_topic_score_gemma":0.0048802183,"teacher_disagreement_score":0.026681239,"about_ca_system_score_codex":0.0029875492,"about_ca_system_score_gemma":0.0018716253,"threshold_uncertainty_score":0.08925766},"labels":[],"label_agreement":null},{"id":"W4416333463","doi":"10.1071/aj20225","title":"APPEA Panel Series. Australia’s Hydrogen Future – Turning Promise Into Reality","year":2021,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy and Sustainability Research","field":"Energy","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":"Petro-Canada","funders":"","keywords":"Transformative learning; Government (linguistics); Conversation; Investment (military); Fossil fuel; Hydrogen; Hydrogen economy","score_opus":0.04201408376884721,"score_gpt":0.30513568418161235,"score_spread":0.26312160041276517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416333463","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":[0.0063890535,0.016992515,0.0010782196,0.3386578,0.1335451,0.0006973217,0.0068489197,0.00045765375,0.49533352],"genre_scores_gemma":[0.018111832,0.0057716486,0.00068331865,0.07095808,0.0131325545,0.0004008812,0.001824187,0.0002746332,0.8888428],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999198,0.000076723314,0.000022462074,0.00008450792,0.00041767742,0.00020055217],"domain_scores_gemma":[0.99627185,0.00060277025,0.00016996307,0.00015712554,0.0013715907,0.0014267388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026503103,0.00056794845,0.00030525695,0.00041684782,0.0025091162,0.0034647437,0.0010859257,0.0069183595,0.10724685],"category_scores_gemma":[0.0045576687,0.00037798964,0.00056674634,0.0006835431,0.00071204995,0.0026673337,0.0018718676,0.0054951683,0.028536113],"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":[0.000016623544,0.0000124945645,0.00005628437,0.00006361593,0.0000012126736,0.00008439669,0.00006491086,0.00001854586,0.0001768549,0.0008830543,0.99468476,0.003937306],"study_design_scores_gemma":[0.0000049787645,0.000011999367,0.0012047457,0.000056873843,0.000001546267,0.000024120169,0.00012597741,0.000020790487,0.00007946812,0.0003410147,0.99812347,0.0000049394644],"about_ca_topic_score_codex":0.017538914,"about_ca_topic_score_gemma":0.046161972,"teacher_disagreement_score":0.10724685,"about_ca_system_score_codex":0.0017608142,"about_ca_system_score_gemma":0.0062447144,"threshold_uncertainty_score":0.35877645},"labels":[],"label_agreement":null},{"id":"W626240371","doi":"10.1071/aj13015","title":"A rapid and flexible method for simulation of CSG water production: application in the Surat and Bowen basins","year":2014,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","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":"Klohn Crippen Berger (Canada)","funders":"","keywords":"Hydrogeology; Scale (ratio); Flexibility (engineering); Extraction (chemistry); Groundwater; Civil engineering; Hydrology (agriculture); Geology; Computer science; Environmental science; Geotechnical engineering; Engineering; Mathematics; Statistics","score_opus":0.022395987290189386,"score_gpt":0.29726193273708673,"score_spread":0.27486594544689735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W626240371","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":[0.47119835,0.00014036216,0.49841532,0.00042834604,0.00014455694,0.0004861241,0.0025105814,0.009030024,0.017646298],"genre_scores_gemma":[0.8455055,0.00011107959,0.14981732,0.00005682336,0.000011915379,0.00042571663,0.00086555624,0.00042145723,0.002784657],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997991,0.00004423458,0.000016858095,0.000046791127,0.000066722765,0.000026366086],"domain_scores_gemma":[0.99929273,0.00041863183,0.000052557873,0.00006529764,0.00012292586,0.000047879592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007885296,0.00077688467,0.00065157213,0.0005957905,0.00053325604,0.00090068346,0.0015286315,0.001231996,0.0042036027],"category_scores_gemma":[0.0018189879,0.0004635089,0.00059262186,0.00079749717,0.00054982625,0.0006607103,0.0009266978,0.0008134639,0.0003707821],"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":[0.00004712142,0.000047862562,0.0026752797,0.000047825783,0.000014763016,0.00009664687,0.00013926203,0.97791356,0.0022574116,0.0014860362,0.0005996916,0.0146744875],"study_design_scores_gemma":[0.000013172886,0.0000102244585,0.00021553031,0.0000028636734,0.0000017168242,0.0000068128543,0.000018989573,0.9984654,0.0005623602,0.00020932112,0.0004888595,0.0000047604362],"about_ca_topic_score_codex":0.034468453,"about_ca_topic_score_gemma":0.0268244,"teacher_disagreement_score":0.034468453,"about_ca_system_score_codex":0.0008327017,"about_ca_system_score_gemma":0.0014604985,"threshold_uncertainty_score":0.068535626},"labels":[],"label_agreement":null},{"id":"W7117407173","doi":"10.1071/aj22349","title":"Concurrent 14. Oral Presentation for: Creating culturally responsive and safe workplaces for the advancement of First Nations people","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Indigenous Health, Education, and Rights","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":"Mindset; Indigenous; Presentation (obstetrics); Psychological intervention; Sustainable development; Session (web analytics); Action (physics)","score_opus":0.03306656393930189,"score_gpt":0.37198089717235305,"score_spread":0.33891433323305115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117407173","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":[0.0034857634,0.00065326004,0.0014504337,0.023661654,0.06581355,0.0017547657,0.004423061,0.0018622518,0.8968953],"genre_scores_gemma":[0.004668507,0.00025028893,0.00062248355,0.0022491291,0.0030353763,0.00050619914,0.0008273583,0.00043904287,0.98740166],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9992317,0.0001519728,0.000023947707,0.00010760002,0.0002323686,0.0002523468],"domain_scores_gemma":[0.99790525,0.00018892788,0.00006333707,0.00008786809,0.00072174415,0.0010329264],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015868058,0.00095033064,0.0005869866,0.0004687137,0.005340833,0.0043258443,0.0012557553,0.0032622323,0.70206606],"category_scores_gemma":[0.0034093573,0.000376142,0.00080102263,0.00032166185,0.0006697831,0.0024122635,0.0062090317,0.00476699,0.3701299],"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":[0.000041426272,0.000055867124,0.000040957777,0.00006132492,9.818825e-7,0.000038955928,0.00028614292,0.000007886514,0.0002204063,0.00044967388,0.9906413,0.00815512],"study_design_scores_gemma":[0.000017464941,0.00004766426,0.000410102,0.000074890355,0.0000014638158,0.000031796055,0.0005079159,0.000022755888,0.00011728309,0.00032581526,0.99843496,0.00000789581],"about_ca_topic_score_codex":0.0033929565,"about_ca_topic_score_gemma":0.011670995,"teacher_disagreement_score":0.70206606,"about_ca_system_score_codex":0.0013990973,"about_ca_system_score_gemma":0.0022383523,"threshold_uncertainty_score":0.42496657},"labels":[],"label_agreement":null},{"id":"W7117409905","doi":"10.1071/aj22386","title":"Concurrent 25. Oral Presentation for: The rising influence of ex-region fundamentals on Asian LNG prices","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Global Energy Security and Policy","field":"Energy","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":"Market liquidity; Liquefied natural gas; Portfolio; Presentation (obstetrics); China; Supply and demand; Session (web analytics)","score_opus":0.053274820494069126,"score_gpt":0.33786718172575025,"score_spread":0.28459236123168113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117409905","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":[0.002230141,0.0020136964,0.0010052024,0.030314783,0.10084346,0.00085143145,0.008786058,0.0021277748,0.8518275],"genre_scores_gemma":[0.004709044,0.0005308436,0.00025973102,0.0025808057,0.008631087,0.00021133009,0.001931671,0.000501784,0.98064363],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992513,0.0000753722,0.000029279168,0.00014620497,0.00027075276,0.00022697703],"domain_scores_gemma":[0.99844664,0.00012149244,0.00006582232,0.00008284788,0.0007601545,0.00052306376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001429341,0.0016690039,0.0010182884,0.00081144215,0.0040037753,0.007567891,0.0016063702,0.005094119,0.695557],"category_scores_gemma":[0.0027580762,0.00048310478,0.001295981,0.0006713175,0.0005483964,0.0028506347,0.0041405554,0.0056306096,0.49231195],"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":[0.00008921516,0.000046001525,0.00010913838,0.00007033593,0.0000032627572,0.000053639753,0.000056100067,0.000021694008,0.00024313349,0.00065214833,0.99037874,0.008276639],"study_design_scores_gemma":[0.000026071753,0.000050317973,0.00079644326,0.00012945129,0.0000050615863,0.000028373452,0.00018853492,0.000057697984,0.000146536,0.0005496444,0.9980107,0.000011204824],"about_ca_topic_score_codex":0.0041616648,"about_ca_topic_score_gemma":0.010867232,"teacher_disagreement_score":0.695557,"about_ca_system_score_codex":0.0018715825,"about_ca_system_score_gemma":0.0021866383,"threshold_uncertainty_score":0.43425095},"labels":[],"label_agreement":null},{"id":"W7117410339","doi":"10.1071/aj22318","title":"Concurrent 6. Oral Presentation for: Application of elemental chemostratigraphy to refine the stratigraphy of the Adavale Basin, Queensland","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Geological and Geophysical Studies","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":"Alchemy (Canada)","funders":"","keywords":"Chemostratigraphy; Stratigraphy; Devonian; Diagenesis; Structural basin; Zircon; Biostratigraphy","score_opus":0.025138131253440863,"score_gpt":0.2580661680737589,"score_spread":0.232928036820318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117410339","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":[0.025669996,0.0025487498,0.0022105363,0.017943058,0.023525735,0.0018020883,0.011718587,0.0014952666,0.913086],"genre_scores_gemma":[0.013714332,0.00029419028,0.00043003057,0.00038218123,0.000998069,0.000090135305,0.0011503601,0.0002161675,0.9827245],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9996798,0.00003181224,0.000008919951,0.000077865225,0.000083830084,0.000117772164],"domain_scores_gemma":[0.9994167,0.000032824137,0.000025797792,0.000035882807,0.0002052078,0.00028355376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009095723,0.0007642938,0.00048228304,0.00078188634,0.0024774806,0.0021744405,0.0009138681,0.0014382455,0.69555867],"category_scores_gemma":[0.00070370216,0.00042555423,0.00062890124,0.00039733844,0.00048052918,0.0010199425,0.0033021823,0.0015686891,0.2509823],"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":[0.00032704542,0.00012096147,0.0019678555,0.00022466895,0.000006160977,0.00027725083,0.000662587,0.00012634459,0.0031882601,0.0010050399,0.93836206,0.053731747],"study_design_scores_gemma":[0.000045569188,0.00015760753,0.00914939,0.00013058611,0.0000045215534,0.00008851628,0.00047123374,0.00008473568,0.00033825042,0.00040484298,0.9891144,0.000010447222],"about_ca_topic_score_codex":0.009019474,"about_ca_topic_score_gemma":0.04935592,"teacher_disagreement_score":0.69555867,"about_ca_system_score_codex":0.0013642204,"about_ca_system_score_gemma":0.0014605348,"threshold_uncertainty_score":0.43424857},"labels":[],"label_agreement":null},{"id":"W7117412899","doi":"10.1071/aj22327","title":"Concurrent 8. Oral Presentation for: Seeing sustainability reporting through a lens of value creation","year":2023,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Sustainability and Innovation in Business","field":"Business, Management and Accounting","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":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Sustainability; Sustainability reporting; Transparency (behavior); Sustainability organizations; Leverage (statistics); Stakeholder engagement; Government (linguistics); Commission; Sustainability science","score_opus":0.07950560523891738,"score_gpt":0.3561121070383746,"score_spread":0.2766065017994572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117412899","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013725712,0.0023515103,0.0020650954,0.1441248,0.13468532,0.0005202598,0.0022483207,0.0011524649,0.7114796],"genre_scores_gemma":[0.007963944,0.00071766844,0.0007399104,0.014643509,0.015082568,0.0003143018,0.00095138437,0.0007438566,0.9588427],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968766,0.0007421369,0.0000920061,0.0005044618,0.0011025785,0.0006822276],"domain_scores_gemma":[0.9953243,0.0007612984,0.0002053894,0.0002817304,0.0017168383,0.0017104028],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004161714,0.001162833,0.00061591197,0.0010085116,0.0073257526,0.014412202,0.0017912495,0.00836781,0.4028209],"category_scores_gemma":[0.0103280945,0.00049391255,0.0009938992,0.0008154643,0.0019979703,0.0077361423,0.008772991,0.010775039,0.20228241],"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":[0.00002095625,0.000014954434,0.000043490953,0.000052471205,0.0000013728006,0.00003705447,0.00045457098,0.000010978986,0.00013211844,0.004562431,0.98758614,0.007083522],"study_design_scores_gemma":[0.0000043465457,0.00001027169,0.00014005108,0.000080736725,8.9169976e-7,0.000019150702,0.00051465246,0.0000131537145,0.00004116281,0.0010514064,0.9981187,0.0000055235923],"about_ca_topic_score_codex":0.0046633054,"about_ca_topic_score_gemma":0.011933443,"teacher_disagreement_score":0.4028209,"about_ca_system_score_codex":0.0036709392,"about_ca_system_score_gemma":0.0036327438,"threshold_uncertainty_score":0.85180354},"labels":[],"label_agreement":null}]}