{"meta":{"query_hash":"69a210c972e9","filters":{"venue":"Journal of environmental polymer degradation"},"cohort_total":62,"direct_labels_cover":0,"predictions_cover":62,"exported":62,"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/69a210c972e9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+environmental+polymer+degradation"},"results":[{"id":"W1145070402","doi":"10.1007/s10924-015-0733-8","title":"Thermal Composites of Biobased Polyamide with Boron Nitride Micro Networks","year":2015,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Thermal conductivity; Electronics; Composite number; Boron nitride; Polyamide; Electrical conductor; Viscosity; Electronic packaging","score_opus":0.00912447451100769,"score_gpt":0.1842046934851096,"score_spread":0.1750802189741019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1145070402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99204564,0.0015413752,0.005969793,0.00001548145,0.00019017754,0.000034549757,0.000011091787,0.000016471899,0.00017542085],"genre_scores_gemma":[0.9974952,0.0000646059,0.0021831633,0.000018597331,0.00012795263,5.7846233e-7,0.00001971768,0.000026025627,0.000064197484],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992708,0.000030564042,0.00033170942,0.000058467398,0.00018165234,0.00012680299],"domain_scores_gemma":[0.99958247,0.000027641549,0.00020197891,0.00008762105,0.000009360824,0.00009093939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009644081,0.00012075903,0.00018978046,0.00006747977,0.000020315467,0.000012890109,0.000080029764,0.00004221866,0.00002208591],"category_scores_gemma":[0.0000042846523,0.000096446485,0.000040429783,0.0000496985,0.000055035256,0.00025278635,0.000009699659,0.00008361739,0.0000022035758],"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":[0.00011549841,0.000032432148,0.003001624,0.0000052032206,0.000037566737,0.0000066616467,0.000034932447,0.2107791,0.78457487,0.0000036680453,0.000040803483,0.001367615],"study_design_scores_gemma":[0.00081772887,0.00019611615,0.011437854,0.000046181674,0.00004817378,0.00005555511,0.00009827266,0.0021521251,0.98492277,0.000008239147,0.00009051331,0.00012644607],"about_ca_topic_score_codex":0.000016927383,"about_ca_topic_score_gemma":0.0000018547933,"teacher_disagreement_score":0.20862699,"about_ca_system_score_codex":0.00007261065,"about_ca_system_score_gemma":0.000007949568,"threshold_uncertainty_score":0.39329734},"labels":[],"label_agreement":null},{"id":"W1929020171","doi":"10.1007/s10924-015-0739-2","title":"Novel Biocomposites from Biobased Epoxy and Corn-Based Distillers Dried Grains (DDG)","year":2015,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Materials science; Epoxy; Epoxidized soybean oil; Composite material; Flexural strength; Distillers grains; Differential scanning calorimetry; Dynamic mechanical analysis; Heat deflection temperature; Curing (chemistry); Thermosetting polymer; Izod impact strength test; Ultimate tensile strength; Polymer; Organic chemistry; Raw material","score_opus":0.020439012201034078,"score_gpt":0.2203413163538063,"score_spread":0.19990230415277221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1929020171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98705745,0.0024012837,0.009258155,0.0004762491,0.0004346281,0.00009431886,0.00020523442,0.000016976868,0.000055716286],"genre_scores_gemma":[0.99385756,0.0000178486,0.005518405,0.00030230425,0.00015576392,0.0000018069707,0.00007387287,0.00002070767,0.00005170586],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99851143,0.00007626042,0.0005096587,0.00021809275,0.00046255565,0.00022199214],"domain_scores_gemma":[0.99890643,0.000106055064,0.00049549405,0.00016655856,0.000013953297,0.00031151692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024948205,0.00019131963,0.00026678698,0.0001251558,0.00012153549,0.0001060542,0.00018870729,0.00007052788,0.00010600511],"category_scores_gemma":[0.00001741293,0.00016534401,0.00008714241,0.000074437485,0.000165676,0.00035299925,0.000048445807,0.000119190256,0.000018517634],"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":[0.00015118919,0.00021231716,0.007906114,0.0000033583847,0.000019764873,0.0000091481725,0.00014064409,0.00008179132,0.9904653,0.00001872765,0.000088335466,0.0009033378],"study_design_scores_gemma":[0.0022622347,0.00028939446,0.023253031,0.000045395325,0.00009752555,0.00004683659,0.00028025167,0.0032161518,0.97000456,0.00006809702,0.00019532433,0.00024121704],"about_ca_topic_score_codex":0.0002552402,"about_ca_topic_score_gemma":0.000009391682,"teacher_disagreement_score":0.02046073,"about_ca_system_score_codex":0.00013235706,"about_ca_system_score_gemma":0.00005461332,"threshold_uncertainty_score":0.6742533},"labels":[],"label_agreement":null},{"id":"W1965466326","doi":"10.1007/s10924-012-0525-3","title":"Determination of Mark-Houwink Parameters and Absolute Molecular Weight of Medium-Chain-Length Poly(3-Hydroxyalkanoates)","year":2012,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Polystyrene; Tetrahydrofuran; Materials science; Size-exclusion chromatography; Intrinsic viscosity; Polymer; Molar mass distribution; Solvent; Analytical Chemistry (journal); Absolute (philosophy); Gel permeation chromatography; Polymer chemistry; Chromatography; Chemistry; Organic chemistry; Composite material","score_opus":0.010708512345408747,"score_gpt":0.20231945496127846,"score_spread":0.1916109426158697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965466326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579224,0.040314864,0.0009799507,0.00019445123,0.0003721165,0.00007973891,0.00003336315,0.000004546544,0.000098586665],"genre_scores_gemma":[0.9954665,0.0006129118,0.0036717781,0.00005049749,0.00006741736,0.000002463774,0.000004286984,0.000020537194,0.00010363799],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981966,0.000161008,0.00074617425,0.00013399978,0.000518335,0.00024385202],"domain_scores_gemma":[0.99863136,0.00009593512,0.00094194646,0.00017699534,0.000015914804,0.00013787289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006242139,0.00018039372,0.0003498992,0.00017021492,0.00005995134,0.000018826824,0.00017766151,0.00009740334,0.00022125528],"category_scores_gemma":[0.000027961312,0.00014077724,0.000117581134,0.000067015535,0.00025216266,0.0006719088,0.000060721206,0.00010000975,0.0000058434252],"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":[0.000104721985,0.00016517183,0.0033109712,0.000032742264,0.000030279512,0.0000017637467,0.00033226982,5.0314424e-7,0.94720197,0.000049364804,0.000016476077,0.048753764],"study_design_scores_gemma":[0.0003856188,0.00020604966,0.012720244,0.00006785704,0.00012502183,0.00006519246,0.0002101958,0.00011007621,0.9858299,0.000054059696,0.00008242689,0.0001433657],"about_ca_topic_score_codex":0.00006058872,"about_ca_topic_score_gemma":0.0000014509278,"teacher_disagreement_score":0.0486104,"about_ca_system_score_codex":0.000050246068,"about_ca_system_score_gemma":0.00002032936,"threshold_uncertainty_score":0.5740729},"labels":[],"label_agreement":null},{"id":"W1971858596","doi":"10.1007/s10924-011-0329-x","title":"A New Approach of BioCO2 Fixation by Thermoplastic Processing of Microalgae","year":2011,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Algal biology and biofuel production","field":"Energy","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Materials science; Polypropylene; Ultimate tensile strength; Polyolefin; Biomass (ecology); Algae; Polyethylene; Bioplastic; Extrusion; Pulp and paper industry; Algae fuel; Thermoplastic; Composite material; Waste management; Botany; Agronomy; Biology; Biodiesel","score_opus":0.015359969860845162,"score_gpt":0.19782050042349822,"score_spread":0.18246053056265304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971858596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98990846,0.0026512553,0.005815872,0.000035647994,0.00017232515,0.000074221025,0.000009397955,0.000004567536,0.0013282407],"genre_scores_gemma":[0.9963152,0.00008484972,0.0027764994,0.000013089966,0.00010482507,7.19898e-7,0.00003559525,0.000009682126,0.000659562],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991247,0.00005860108,0.00045723203,0.00010981274,0.00016064686,0.000089017914],"domain_scores_gemma":[0.99900156,0.000012085014,0.0008469329,0.00008578404,0.00001314762,0.00004051652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015333177,0.00009824338,0.0001676662,0.000089137335,0.000032487154,0.0000031644067,0.000103576254,0.000098827295,0.0003449447],"category_scores_gemma":[0.00001196709,0.00007705507,0.00007105646,0.000080317004,0.00009969111,0.00026061197,0.000015528307,0.00009971898,0.0000062042295],"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":[0.00026876025,0.00026355675,0.0048187803,0.000024042052,0.00005364353,3.2766275e-7,0.00038500657,0.0000063271686,0.9272084,0.0000922445,0.00025268446,0.066626206],"study_design_scores_gemma":[0.000493526,0.00025965009,0.029641604,0.000025831148,0.00008613714,0.000046963818,0.00027675138,0.00004132945,0.9686639,0.00022792033,0.0001487273,0.000087661814],"about_ca_topic_score_codex":0.00010608319,"about_ca_topic_score_gemma":0.0000014731434,"teacher_disagreement_score":0.06653854,"about_ca_system_score_codex":0.00003725831,"about_ca_system_score_gemma":0.000025396928,"threshold_uncertainty_score":0.37769026},"labels":[],"label_agreement":null},{"id":"W1972373943","doi":"10.1007/s10924-013-0625-8","title":"Fabrication and Characterization of PLA/PHBV-Chitin Nanocomposites and Their Foams","year":2013,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Polylactic acid; Nanocomposite; Chitin; Composite material; Blowing agent; Rheology; Polyhydroxybutyrate; Porosity; Chemical engineering; Polymer; Chitosan; Polyurethane","score_opus":0.008640817210231825,"score_gpt":0.17581719850129512,"score_spread":0.1671763812910633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972373943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928245,0.0061313715,0.00040900335,0.0003764752,0.00009748497,0.000093848896,0.000025921441,0.0000044410067,0.000036978545],"genre_scores_gemma":[0.9989052,0.00050492334,0.00030493588,0.000054571232,0.000056341283,0.000004282678,0.000010283091,0.000009743296,0.00014974958],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99917513,0.00007468453,0.00038864196,0.000111957765,0.00015002448,0.00009957248],"domain_scores_gemma":[0.99932706,0.000042422475,0.00047011493,0.00008497105,0.000014904002,0.00006051221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015379213,0.0001128861,0.00018452876,0.00007746174,0.000083000625,0.000060224273,0.000079511374,0.00004833719,0.0002674805],"category_scores_gemma":[0.000006825915,0.00007785369,0.000033002056,0.00003399661,0.00013159133,0.0006687284,0.000036092624,0.000051330542,0.0000076529095],"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":[0.000023564498,0.000048626986,0.0037203925,0.000011373938,0.000009680707,1.1291307e-7,0.00027198976,6.374501e-8,0.9062948,0.000019460023,0.0000100854695,0.08958984],"study_design_scores_gemma":[0.00017779248,0.00011395922,0.114023514,0.000032840406,0.000017832406,0.0000328562,0.00022486498,0.00010175196,0.885075,0.000053143758,0.000069351445,0.00007710746],"about_ca_topic_score_codex":0.00005315744,"about_ca_topic_score_gemma":7.8598464e-7,"teacher_disagreement_score":0.11030312,"about_ca_system_score_codex":0.000017767052,"about_ca_system_score_gemma":0.0000076561355,"threshold_uncertainty_score":0.31747812},"labels":[],"label_agreement":null},{"id":"W1979641835","doi":"10.1007/s10924-006-0030-7","title":"Fungal-modification of Natural Fibers: A Novel Method of Treating Natural Fibers for Composite Reinforcement","year":2006,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Forest Service","keywords":"Materials science; Composite material; Durability; Composite number; Natural fiber; Fiber; Adhesion; Cellulose fiber; Renewable resource; Biocomposite; Moisture; Renewable energy","score_opus":0.011956880136694133,"score_gpt":0.25828558123686113,"score_spread":0.246328701100167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979641835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683254,0.0015613256,0.029064821,0.000121341196,0.0004066,0.0003435013,0.00006776664,0.000010428074,0.000098817916],"genre_scores_gemma":[0.92949456,0.0000115594985,0.06961663,0.00002932646,0.000114984614,0.0000054758425,0.00011305866,0.000019093757,0.0005953165],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977419,0.00006230524,0.0011662754,0.00019386488,0.0006052566,0.00023043543],"domain_scores_gemma":[0.9976034,0.00024701876,0.0018314408,0.00020108963,0.00006281678,0.00005422253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004073212,0.00021591144,0.00040021172,0.00021920673,0.000096544754,0.000033785465,0.00027658968,0.00007964369,0.000045904144],"category_scores_gemma":[0.00002195762,0.00018179264,0.0002619259,0.00013194255,0.0001047445,0.00071925984,0.00005218379,0.00016147523,0.0000024952892],"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":[0.0003798509,0.00008521757,0.00024134431,0.000045056335,0.000045499954,6.9245345e-7,0.00012521722,0.002865649,0.99263084,0.00035732184,0.00005697503,0.0031663438],"study_design_scores_gemma":[0.001439089,0.00028139818,0.0037251015,0.00009630119,0.00013736764,0.00009245773,0.00011868278,0.006173683,0.987629,0.000097081356,0.00003709957,0.000172755],"about_ca_topic_score_codex":0.000108532935,"about_ca_topic_score_gemma":0.0000026567395,"teacher_disagreement_score":0.04055181,"about_ca_system_score_codex":0.00023372029,"about_ca_system_score_gemma":0.000027778595,"threshold_uncertainty_score":0.7413289},"labels":[],"label_agreement":null},{"id":"W1981030040","doi":"10.1007/s10924-006-0021-8","title":"Injection Molded Wheat Straw and Corn Stem Filled Polypropylene Composites","year":2006,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Straw; Compounding; Polypropylene; Wood flour; Composite number; Newsprint; Breakage; Agronomy","score_opus":0.00635825229263846,"score_gpt":0.19427776826940668,"score_spread":0.18791951597676823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981030040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968777,0.0020368372,0.00037469418,0.00014650125,0.0002700429,0.00011966379,0.00002053086,0.00001816788,0.0001358944],"genre_scores_gemma":[0.99789256,0.000030045107,0.0008390073,0.000045856854,0.00016013744,0.000001458419,0.000021605936,0.000015756308,0.0009935872],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99871147,0.0000688103,0.0004988972,0.00015674325,0.0003860991,0.00017798111],"domain_scores_gemma":[0.9993117,0.00005264093,0.00042972274,0.00011334464,0.000012727658,0.00007986239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013797522,0.0001647511,0.0002148585,0.00013432962,0.0001326936,0.00009727529,0.00012469979,0.000071377326,0.00017061581],"category_scores_gemma":[0.000002133465,0.00013649606,0.00007087481,0.00007090744,0.00009255463,0.00070134085,0.000046764075,0.00013912152,0.000023990384],"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":[0.00011793796,0.000052724194,0.0027567518,0.0000066908337,0.0000113700635,0.000006731733,0.000027325616,0.000079394325,0.9950002,0.000078080775,0.00011606661,0.0017467309],"study_design_scores_gemma":[0.0007215449,0.00032011836,0.01856855,0.000030028541,0.00004913021,0.00039058152,0.00006550832,0.00021438238,0.97934,0.00011663021,0.000035502162,0.00014802402],"about_ca_topic_score_codex":0.000085691325,"about_ca_topic_score_gemma":0.000003927061,"teacher_disagreement_score":0.015811797,"about_ca_system_score_codex":0.00014244956,"about_ca_system_score_gemma":0.000012139329,"threshold_uncertainty_score":0.5566148},"labels":[],"label_agreement":null},{"id":"W1981852891","doi":"10.1007/s10924-011-0351-z","title":"Production and Rheological Studies of Microalgal Extracellular Biopolymer from Lactose Using the Green Alga Neochloris oleoabundans","year":2011,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Algal biology and biofuel production","field":"Energy","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Biopolymer; Lactose; Food science; Materials science; Sodium nitrate; Rheology; Strain (injury); Polymer; Biology; Composite material","score_opus":0.049859243644117285,"score_gpt":0.24358984071653592,"score_spread":0.19373059707241863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981852891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97649837,0.022345833,0.00014759837,0.00031250477,0.00054419495,0.00008348041,0.000010265083,0.0000061304936,0.000051650044],"genre_scores_gemma":[0.9974097,0.0009397019,0.0005828304,0.000033449945,0.0003820603,0.0000012252101,0.000011433556,0.000010750084,0.0006288185],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988273,0.00017605137,0.0004815141,0.00019782415,0.0001812208,0.00013609038],"domain_scores_gemma":[0.99915725,0.00004077239,0.00058409595,0.00015560561,0.000020519677,0.000041727275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029286515,0.00015682228,0.00023460673,0.00007419126,0.00014871264,0.000006420354,0.000115378025,0.00012305698,0.00029253727],"category_scores_gemma":[0.00003744039,0.000098024415,0.00008982179,0.00007183596,0.0006192512,0.00030705845,0.000057146837,0.00020176734,0.0000048991947],"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":[0.00035017292,0.00016701959,0.018003639,0.0000067579276,0.00025306316,0.0000055625874,0.0011895375,0.0000029360228,0.9679627,0.00014089175,0.000028217095,0.011889529],"study_design_scores_gemma":[0.00030210844,0.00028431657,0.03873077,0.000028310566,0.00025560876,0.00018271028,0.0018645437,0.000024867353,0.957093,0.00093125604,0.00016777776,0.000134734],"about_ca_topic_score_codex":0.00058091024,"about_ca_topic_score_gemma":0.000023916395,"teacher_disagreement_score":0.021406133,"about_ca_system_score_codex":0.00005291423,"about_ca_system_score_gemma":0.000010646451,"threshold_uncertainty_score":0.39973193},"labels":[],"label_agreement":null},{"id":"W1982563918","doi":"10.1007/s10924-014-0706-3","title":"Self-hybridization and Coupling Agent Effect on the Properties of Natural Fiber/HDPE Composites","year":2015,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Materials science; Composite material; High-density polyethylene; Ultimate tensile strength; Fiber; Polyethylene; Coupling (piping); Natural fiber; Flexural strength; Izod impact strength test; Composite number","score_opus":0.012559549908151722,"score_gpt":0.20507409469812823,"score_spread":0.1925145447899765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982563918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995206,0.0041081933,0.00002073734,0.00021841173,0.00022777483,0.00016839907,0.000003915154,0.00000947079,0.00003711955],"genre_scores_gemma":[0.99937725,0.000038278344,0.00032910227,0.000049157607,0.00006798837,0.0000017576314,0.0000052465207,0.000010320698,0.000120892364],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99890584,0.00008510699,0.00034399077,0.000098185774,0.00045803023,0.00010885214],"domain_scores_gemma":[0.9992825,0.000106757274,0.0004191112,0.000107801774,0.000020798021,0.00006305475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038183393,0.00012619974,0.00017351678,0.00006867306,0.0000823829,0.000054154374,0.0001484101,0.00003229069,0.000027824166],"category_scores_gemma":[0.000029774723,0.00007263908,0.000051237585,0.00005511838,0.000086537126,0.0003592169,0.000053673877,0.00013005323,0.000018991725],"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":[0.0001705642,0.000031298125,0.00044775955,0.000016556132,0.000021581718,0.0000017031259,0.00018501373,0.0003001084,0.99816877,0.00004585201,0.000045333374,0.0005654795],"study_design_scores_gemma":[0.0004171169,0.0004978571,0.0007543311,0.000074884956,0.000051480478,0.0000632868,0.00007118577,0.0018817206,0.9960232,0.000017594606,0.00006409678,0.000083241204],"about_ca_topic_score_codex":0.000006358069,"about_ca_topic_score_gemma":2.9555184e-7,"teacher_disagreement_score":0.004171278,"about_ca_system_score_codex":0.00010359545,"about_ca_system_score_gemma":0.000014720619,"threshold_uncertainty_score":0.29621357},"labels":[],"label_agreement":null},{"id":"W1986684800","doi":"10.1007/s10924-011-0374-5","title":"Effects of Incorporating Polycaprolactone and Flax Fiber into Glycerol-Plasticized Pea Starch","year":2011,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada; University of Saskatchewan","funders":"Agriculture and Agri-Food Canada","keywords":"Materials science; Polycaprolactone; Composite material; Differential scanning calorimetry; Ultimate tensile strength; Compounding; Starch; Thermoplastic; Absorption of water; Fiber; Compression molding; Tensile testing; Biocomposite; Scanning electron microscope; Kenaf; Polymer; Composite number; Food science","score_opus":0.013151306119262528,"score_gpt":0.19731323029979084,"score_spread":0.18416192418052832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986684800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849519,0.014304138,0.00022154745,0.00005762718,0.00019507376,0.000096462885,0.000007813181,0.0000067460473,0.00015870591],"genre_scores_gemma":[0.99574816,0.00014222642,0.0037077426,0.000032360083,0.000072251336,0.0000036281658,0.0000020127752,0.00001923924,0.0002723709],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99852014,0.00015773528,0.0005986298,0.0001640683,0.00038333223,0.00017610483],"domain_scores_gemma":[0.99892604,0.000131469,0.00069504575,0.00012317327,0.000013827255,0.00011042004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029111266,0.00017510807,0.00032480815,0.00012599866,0.000114275535,0.000029268182,0.00016675233,0.00007697688,0.00075137767],"category_scores_gemma":[0.00003324594,0.00013000704,0.00006800013,0.000058260528,0.00026018263,0.00053691515,0.00007846834,0.00012872873,0.000024273408],"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":[0.0007021106,0.00016220908,0.0012981008,0.000063566724,0.00003154799,0.000006590769,0.0009227376,1.7352119e-7,0.9709484,0.000026133883,0.000017558947,0.025820846],"study_design_scores_gemma":[0.0007105244,0.0006601956,0.011574423,0.000080887265,0.00009765928,0.000037802456,0.00024776589,0.00002332601,0.9862597,0.00014287485,0.000028067523,0.00013677962],"about_ca_topic_score_codex":0.0002352219,"about_ca_topic_score_gemma":0.0000049133596,"teacher_disagreement_score":0.025684066,"about_ca_system_score_codex":0.00004555317,"about_ca_system_score_gemma":0.000030262501,"threshold_uncertainty_score":0.82270586},"labels":[],"label_agreement":null},{"id":"W1989030290","doi":"10.1007/s10924-011-0312-6","title":"Bio-Treatment of Natural Fibers in Isolation of Cellulose Nanofibres: Impact of Pre-Refining of Fibers on Bio-Treatment Efficiency and Nanofiber Yield","year":2011,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Cellulose; Biocomposite; Nanofiber; Composite material; Refining (metallurgy); Lignin; Pulp (tooth); Fiber; Biodegradation; Pulp and paper industry; Chemical engineering; Organic chemistry; Composite number","score_opus":0.02394943756778302,"score_gpt":0.2686589394734572,"score_spread":0.2447095019056742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989030290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961827,0.0032291599,0.00008640969,0.000012404292,0.000106600826,0.00019421687,0.00006455651,0.0000023432885,0.00012163984],"genre_scores_gemma":[0.9975184,0.0009089008,0.0013689314,0.000001423192,0.000016328378,0.0000025555025,0.000008098825,0.000013476773,0.0001618677],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99815327,0.000103706094,0.0008611797,0.00019848098,0.00046143137,0.00022191858],"domain_scores_gemma":[0.9983235,0.00020787591,0.0011801454,0.00018989023,0.000026698153,0.00007190678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021247026,0.00021795169,0.00050096307,0.00033830185,0.000033343305,0.0000046111595,0.0001139796,0.00006637467,0.00013276002],"category_scores_gemma":[0.000027023776,0.00015187508,0.00018491209,0.00015285323,0.00034915755,0.00032023244,0.000044346794,0.00005426769,0.0000016875891],"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":[0.00092737906,0.00094675244,0.024372201,0.000036492922,0.000095902,0.000004468778,0.002585523,0.00018222496,0.9664146,0.0000117954005,0.0000029797561,0.0044197114],"study_design_scores_gemma":[0.0011009603,0.0051722275,0.08149166,0.00017318776,0.000060927392,0.000008415781,0.00052303047,0.00009227467,0.9112504,0.000026588457,0.0000019046804,0.00009840957],"about_ca_topic_score_codex":0.00060368783,"about_ca_topic_score_gemma":0.000017745413,"teacher_disagreement_score":0.05711945,"about_ca_system_score_codex":0.00039221707,"about_ca_system_score_gemma":0.000057499885,"threshold_uncertainty_score":0.6193286},"labels":[],"label_agreement":null},{"id":"W1995615907","doi":"10.1007/s10924-010-0186-z","title":"Synthesis of Soy-Polyol by Two Step Continuous Route and Development of Soy-Based Polyurethane Foam","year":2010,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyol; Materials science; Polyurethane; Fourier transform infrared spectroscopy; Thermogravimetric analysis; Soy protein; Degree of unsaturation; Hydroxyl value; Chemical engineering; Isocyanate; Composite material; Polymer chemistry; Chemistry","score_opus":0.006211399268763005,"score_gpt":0.2105493594184894,"score_spread":0.20433796014972638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995615907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99522513,0.0016647012,0.002474484,0.00012206708,0.00027968216,0.00009923054,0.000086012056,0.000006223298,0.0000424851],"genre_scores_gemma":[0.9870392,0.00002591522,0.012740636,0.00004603073,0.000056055927,0.000002666275,0.000012369329,0.000018964567,0.00005813586],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981823,0.00007938526,0.0008528934,0.00017214645,0.00049255334,0.00022071766],"domain_scores_gemma":[0.9985215,0.00013672462,0.0010099193,0.00017063525,0.000016450134,0.0001447372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045413553,0.00017997259,0.00039673742,0.0001291259,0.0000933997,0.000029244316,0.00021147137,0.000080734426,0.00022593355],"category_scores_gemma":[0.000020400692,0.0001562415,0.00008342488,0.00005218806,0.00017487936,0.00026189364,0.000051888823,0.00015889415,0.000004347104],"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":[0.00013073556,0.0002192005,0.0089934645,0.00002073378,0.00003170226,0.0000022745166,0.00015204118,0.0000058299324,0.97063357,0.000011762,0.000029386241,0.019769289],"study_design_scores_gemma":[0.0008513396,0.00012718454,0.0070140418,0.000056358196,0.00007253565,0.00003751451,0.00017581998,0.00020794291,0.9911387,0.000006753236,0.00016148305,0.0001503151],"about_ca_topic_score_codex":0.000099909565,"about_ca_topic_score_gemma":0.000015794087,"teacher_disagreement_score":0.02050513,"about_ca_system_score_codex":0.00004906104,"about_ca_system_score_gemma":0.00008189291,"threshold_uncertainty_score":0.6371344},"labels":[],"label_agreement":null},{"id":"W200098830","doi":"10.1023/a:1021065905986","title":"Nanocomposites of Cellulose Acetate Butyrate Reinforced with Cellulose Nanocrystals","year":2002,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":457,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Differential scanning calorimetry; Cellulose; Transmission electron microscopy; Acid hydrolysis; Bacterial cellulose; Casting; Hydrolysis; Composite material; Scanning electron microscope; Chemical engineering; Organic chemistry; Nanotechnology","score_opus":0.014480097457557765,"score_gpt":0.2266991459807781,"score_spread":0.21221904852322032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W200098830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928337,0.004325604,0.0017518221,0.00015277267,0.000114321345,0.00019564616,0.00003578042,0.0000121735575,0.0005781875],"genre_scores_gemma":[0.98576456,0.00077199,0.0025560067,0.000025872561,0.000064549364,0.000004770413,0.000007055299,0.000028259688,0.010776921],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9976827,0.00012683835,0.000755504,0.0002137025,0.00086804543,0.00035323174],"domain_scores_gemma":[0.9984267,0.00011797615,0.0010159637,0.00023707567,0.00004266086,0.00015963383],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031437495,0.00023851205,0.00041347268,0.00018260929,0.00010874172,0.000038717597,0.00028722256,0.000056522764,0.0012289346],"category_scores_gemma":[0.000022443977,0.00017538921,0.00012256789,0.00014674023,0.0003786904,0.0008429454,0.00010106345,0.00017179448,0.0000840811],"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":[0.0001841662,0.00014144459,0.00033504446,0.00003212291,0.00005310621,0.000044494198,0.00034399773,0.00024199866,0.99672806,0.000054246422,0.0001253918,0.0017159401],"study_design_scores_gemma":[0.0010627065,0.00066691055,0.00045167035,0.00007165979,0.00006154806,0.00009684832,0.0002554829,0.00029822375,0.99656576,0.000031568237,0.00024910268,0.00018849246],"about_ca_topic_score_codex":0.000012256027,"about_ca_topic_score_gemma":9.61579e-7,"teacher_disagreement_score":0.010198734,"about_ca_system_score_codex":0.00014538119,"about_ca_system_score_gemma":0.00001795734,"threshold_uncertainty_score":0.9996841},"labels":[],"label_agreement":null},{"id":"W2003420457","doi":"10.1007/s10924-014-0704-5","title":"Biobased Ternary Blends of Lignin, Poly(Lactic Acid), and Poly(Butylene Adipate-co-Terephthalate): The Effect of Lignin Heterogeneity on Blend Morphology and Compatibility","year":2014,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":87,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Adipate; Lignin; Differential scanning calorimetry; Glass transition; Thermoplastic; Chemical engineering; Lactic acid; Polyester; Polymer; Polymer blend; Methanol; Miscibility; Polymer chemistry; Composite material; Organic chemistry; Copolymer","score_opus":0.012430589464412434,"score_gpt":0.23017837619503803,"score_spread":0.2177477867306256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003420457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691567,0.030093936,0.000029261018,0.00024062765,0.0002091569,0.00012820314,0.00007203032,0.0000061380147,0.000063987136],"genre_scores_gemma":[0.99945503,0.00022317756,0.00011854515,0.000065377426,0.00007555028,0.0000043605014,0.000006826074,0.000019626816,0.000031526968],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99755013,0.00077740545,0.00075083,0.0002853979,0.00040196793,0.00023424508],"domain_scores_gemma":[0.9982699,0.00035353084,0.0009006975,0.00034528653,0.000010798008,0.000119755176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011537423,0.0002701422,0.00056375057,0.00013165495,0.00013960715,0.0000325691,0.00023526076,0.000115966686,0.00010589446],"category_scores_gemma":[0.000036388512,0.00016482548,0.00012395333,0.000057080342,0.0005857367,0.0002594342,0.000081520324,0.00017246034,0.000006457585],"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":[0.00062476663,0.0001274006,0.07259061,0.000059238755,0.000055752407,0.0000029596297,0.00011890121,2.7958785e-7,0.88479114,0.000005929363,0.000033867193,0.04158917],"study_design_scores_gemma":[0.00084844854,0.0024270115,0.059868183,0.00007854601,0.00014948013,0.00014907535,0.00006719259,0.00007557137,0.936162,0.000016145812,0.000016055741,0.00014228167],"about_ca_topic_score_codex":0.00020973376,"about_ca_topic_score_gemma":0.000007350729,"teacher_disagreement_score":0.05137089,"about_ca_system_score_codex":0.00004086645,"about_ca_system_score_gemma":0.000018099176,"threshold_uncertainty_score":0.67213887},"labels":[],"label_agreement":null},{"id":"W2011396665","doi":"10.1007/s10924-012-0500-z","title":"Thermal, Mechanical and Rheological Behavior of Poly(lactic acid)/Talc Composites","year":2012,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":86,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Talc; Materials science; Composite material; Spherulite (polymer physics); Crystallinity; Ultimate tensile strength; Rheology; Nucleation; Polymer","score_opus":0.02231727462191347,"score_gpt":0.22485224623096875,"score_spread":0.2025349716090553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011396665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88725144,0.111991644,0.00015586766,0.00016251292,0.0003080734,0.0000490292,0.000017574437,0.000005706395,0.000058138998],"genre_scores_gemma":[0.99818784,0.00024862954,0.0012342416,0.00006369058,0.00014642131,0.000003321423,0.0000028206837,0.000012578576,0.00010047153],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998684,0.00015515178,0.0004873759,0.00011024646,0.0003414524,0.00022176492],"domain_scores_gemma":[0.99921125,0.00007324501,0.00044013571,0.00012443407,0.000007427339,0.00014349273],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039720855,0.00014684293,0.00027780046,0.00006764891,0.00009483132,0.000028037068,0.000151368,0.00009388044,0.00097347493],"category_scores_gemma":[0.0000144682035,0.00009998784,0.000092577895,0.000036698373,0.00021670084,0.00060340465,0.0000746583,0.00012249875,0.000018898996],"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":[0.000115007395,0.00035702804,0.010713877,0.000006887334,0.000016624957,0.0000018480588,0.00011200709,3.0596752e-8,0.94175225,0.00012260604,0.000016516806,0.046785314],"study_design_scores_gemma":[0.0002603724,0.00026301137,0.042976093,0.000019265664,0.0001261392,0.00013084932,0.00020089322,0.00001146966,0.95583224,0.000008759285,0.000058230515,0.00011266155],"about_ca_topic_score_codex":0.00002350673,"about_ca_topic_score_gemma":6.222816e-7,"teacher_disagreement_score":0.11174302,"about_ca_system_score_codex":0.000034096032,"about_ca_system_score_gemma":0.0000103976545,"threshold_uncertainty_score":0.9999398},"labels":[],"label_agreement":null},{"id":"W2011526539","doi":"10.1007/s10924-012-0457-y","title":"Biosynthesis and Characterization of Poly-(3-hydroxybutyrate-co-3-hydroxyvalerate) from Bacillus cereus S10","year":2012,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Pakistan Institute of Engineering and Applied Sciences","keywords":"Bacillus cereus; Nuclear chemistry; Copolymer; Monomer; Chloroform; Materials science; Yield (engineering); Fourier transform infrared spectroscopy; Carbon-13 NMR; Proton NMR; Biosynthesis; Polymer chemistry; Organic chemistry; Chemistry; Bacteria; Polymer; Chemical engineering","score_opus":0.015013305849709004,"score_gpt":0.20370708722650896,"score_spread":0.18869378137679996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011526539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973685,0.024983931,0.00017595242,0.00019155744,0.00043416387,0.00007181996,0.0003183512,0.000009037036,0.00013018331],"genre_scores_gemma":[0.9980556,0.00084409956,0.00036246338,0.00008051479,0.0002686675,0.0000025041836,0.00003673998,0.000025908244,0.00032349824],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99822396,0.0001807851,0.0007104432,0.00017302883,0.00043716625,0.0002746406],"domain_scores_gemma":[0.9987078,0.00008525863,0.00082186563,0.00019843329,0.000013040716,0.00017362971],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040632795,0.00022019108,0.00037878932,0.00013657768,0.00012470133,0.000058159203,0.00018018774,0.000122033256,0.0019079391],"category_scores_gemma":[0.000017476956,0.000172405,0.000099022676,0.000065519765,0.00018822496,0.001181507,0.000050523347,0.00010849886,0.000052004205],"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":[0.00011082157,0.00018258273,0.009748176,0.000010786583,0.00003918471,9.357616e-7,0.00040543205,1.013035e-7,0.94143975,0.000015250456,0.000012498807,0.048034467],"study_design_scores_gemma":[0.00030053532,0.00010793141,0.046424057,0.00004721349,0.000088709014,0.000030698775,0.00019623595,0.00003387893,0.95207804,0.00001532576,0.0004937064,0.00018364702],"about_ca_topic_score_codex":0.00013731145,"about_ca_topic_score_gemma":0.0000018915458,"teacher_disagreement_score":0.047850817,"about_ca_system_score_codex":0.00006548288,"about_ca_system_score_gemma":0.000021437274,"threshold_uncertainty_score":0.9990044},"labels":[],"label_agreement":null},{"id":"W2012802938","doi":"10.1007/s10924-015-0709-8","title":"Effect of Common Chemical Treatments on the Process Kinetics and Mechanical Properties of Flax/Epoxy Composites Manufactured by Resin Infusion","year":2015,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McGill University","funders":"","keywords":"Materials science; Epoxy; Composite material; Silane; Porosity; Flexural strength; Acetone; Adhesion; Organic chemistry","score_opus":0.010071360324992751,"score_gpt":0.22663290925439028,"score_spread":0.21656154892939752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012802938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983279,0.0011785156,0.000009207975,0.0001845725,0.000059469385,0.00019672836,0.000016457898,0.0000038358576,0.000023283514],"genre_scores_gemma":[0.9997722,0.000026046018,0.00008560176,0.000024626574,0.00001982762,0.0000023772627,0.000011498908,0.000009863038,0.000047961425],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998701,0.0001561632,0.0004298371,0.00010077601,0.0005102035,0.000102063445],"domain_scores_gemma":[0.9991766,0.0001171444,0.0004971881,0.0001227075,0.000013862886,0.00007246939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023639867,0.00014060366,0.00026957877,0.00005742716,0.000037903956,0.000026291193,0.00017783248,0.00006730403,0.000021312717],"category_scores_gemma":[0.000028197215,0.00007809514,0.000051743595,0.00004373786,0.00015911726,0.00017189994,0.00006078893,0.00011627264,0.0000024844508],"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":[0.0007735797,0.00012245751,0.00023148248,0.000023539355,0.000021506428,0.000001044586,0.00010866417,0.000017408796,0.9975357,0.0000070026176,0.00006736003,0.0010902608],"study_design_scores_gemma":[0.00086020114,0.0019572417,0.00031505228,0.00010709046,0.00008101116,0.000037034893,0.000040371422,0.00008974079,0.99639404,0.00003928054,0.000006914264,0.00007204744],"about_ca_topic_score_codex":0.000025247442,"about_ca_topic_score_gemma":5.3789074e-7,"teacher_disagreement_score":0.0018347842,"about_ca_system_score_codex":0.00008316167,"about_ca_system_score_gemma":0.000008821025,"threshold_uncertainty_score":0.31846273},"labels":[],"label_agreement":null},{"id":"W2018612336","doi":"10.1007/s10924-010-0163-6","title":"Dynamic Mechanical Behavior and Thermal Characterization of Biofilms Based on Starch Modified by Fungi Isolates","year":2010,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Dynamic mechanical analysis; Differential scanning calorimetry; Starch; Glass transition; Composite material; Scanning electron microscope; Chemical engineering; Polymer; Organic chemistry; Chemistry","score_opus":0.009119336167503628,"score_gpt":0.20511189408793762,"score_spread":0.195992557920434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018612336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99805534,0.00090199796,0.00029502698,0.00024064927,0.0002401032,0.00009321399,0.00015384123,0.0000061482992,0.000013654258],"genre_scores_gemma":[0.9992153,0.00009291325,0.00044437443,0.00008078233,0.000027392798,0.0000050084477,0.00002886945,0.000017518354,0.000087825276],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988591,0.00008755897,0.00043834356,0.00015556601,0.00030929406,0.00015014395],"domain_scores_gemma":[0.9992925,0.000047826965,0.00041713877,0.00014577752,0.000012729787,0.00008402782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029689676,0.00014623012,0.00021017775,0.00009410536,0.00008661971,0.000041948057,0.000149915,0.000106646025,0.00054150703],"category_scores_gemma":[0.0000075670873,0.00010854558,0.000063730484,0.000039524217,0.00012901041,0.00031253387,0.000026539412,0.00017309638,0.0000058471996],"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":[0.00026043042,0.0002611739,0.00063524174,0.0000068477784,0.0000068940376,8.4614584e-7,0.000039099355,6.589056e-7,0.9575482,0.000014493848,0.000002992363,0.041223098],"study_design_scores_gemma":[0.0003788631,0.0004519454,0.014511895,0.000022465709,0.000050855397,0.000011926351,0.000034188386,0.0021999304,0.98219603,0.0000042020215,0.00002142629,0.00011624814],"about_ca_topic_score_codex":0.00002219569,"about_ca_topic_score_gemma":0.0000020669554,"teacher_disagreement_score":0.04110685,"about_ca_system_score_codex":0.00002362202,"about_ca_system_score_gemma":0.00001938441,"threshold_uncertainty_score":0.59291226},"labels":[],"label_agreement":null},{"id":"W2019612434","doi":"10.1007/s10924-015-0713-z","title":"Development of Bioactive Packaging Structure Using Melt Electrospinning","year":2015,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Materials science; Electrospinning; Fabrication; Polymer; Food packaging; Environmentally friendly; Thermal stability; Amorphous solid; Antimicrobial; Dispersion (optics); Active packaging; Nanotechnology; Composite material; Chemical engineering; Organic chemistry; Food science","score_opus":0.020285352096411212,"score_gpt":0.2562584332499953,"score_spread":0.2359730811535841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019612434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974071,0.0005916747,0.024952358,0.000098832315,0.0001586876,0.000074561474,0.000011991718,0.000006073703,0.000034780438],"genre_scores_gemma":[0.8898849,0.000006465454,0.109933935,0.000042451724,0.00007870269,9.878361e-7,0.000009764355,0.000012407948,0.000030375037],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984889,0.000044895303,0.00056447904,0.000131069,0.00058266823,0.00018796115],"domain_scores_gemma":[0.9989556,0.000030088835,0.00074131775,0.0001139198,0.000027915756,0.00013113437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003268917,0.00011750596,0.00019624706,0.0001256529,0.0000867341,0.00001932597,0.00019118508,0.00006221932,0.000099148485],"category_scores_gemma":[0.000014680584,0.00009956319,0.000044688826,0.00015616526,0.00012917553,0.0003227591,0.000047984868,0.00010792406,0.00000458141],"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":[0.0000310855,0.00006670254,0.0006324377,0.0000035911528,0.00002002924,0.0000010253914,0.0004464403,0.0000082704055,0.9941137,0.00005022805,0.00004555126,0.004580974],"study_design_scores_gemma":[0.0003622858,0.00008065388,0.0013800957,0.00002472479,0.000035120327,0.00006093945,0.00035677917,0.00007391786,0.9970049,0.00026180226,0.0002588641,0.00009991721],"about_ca_topic_score_codex":0.0000044805884,"about_ca_topic_score_gemma":0.0000016254418,"teacher_disagreement_score":0.084981576,"about_ca_system_score_codex":0.00042557527,"about_ca_system_score_gemma":0.00015865639,"threshold_uncertainty_score":0.4060069},"labels":[],"label_agreement":null},{"id":"W2020878002","doi":"10.1007/s10924-009-0142-y","title":"Preparation and Properties of Thermoplastic Starch/Montmorillonite Nanocomposite Using N-(2-Hydroxyethyl)formamide as a New Additive","year":2009,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Materials science; Nanocomposite; Thermogravimetric analysis; Montmorillonite; Fourier transform infrared spectroscopy; Crystallinity; Starch; Formamide; Thermal stability; Plasticizer; Chemical engineering; Thermoplastic; Nuclear chemistry; Composite material; Scanning electron microscope; Polymer chemistry; Organic chemistry; Chemistry","score_opus":0.01668224406525274,"score_gpt":0.2274199594895994,"score_spread":0.21073771542434666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020878002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98119366,0.017946903,0.00031554003,0.00018307018,0.00013084384,0.00012269872,0.000019801917,0.0000071060654,0.00008036081],"genre_scores_gemma":[0.99836177,0.00034183796,0.0008045145,0.00009281188,0.00010140869,0.0000010542021,0.000003591883,0.000011814144,0.00028122056],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99857885,0.00011517907,0.0005674829,0.00015491997,0.00040269387,0.00018090152],"domain_scores_gemma":[0.9990854,0.000032590095,0.00060714904,0.00012001424,0.000017079483,0.00013771377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022607054,0.00017629306,0.00028019687,0.00011903344,0.00013470776,0.00006190137,0.00012858509,0.00006518269,0.00014585364],"category_scores_gemma":[0.00002304654,0.00012672233,0.0000767649,0.00006000011,0.00014198443,0.0009332,0.000031459378,0.00009667649,0.000007761461],"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":[0.0006845573,0.00008883253,0.00017941,0.000009455994,0.000023631994,0.0000024954375,0.0010432395,0.000018352916,0.9733915,0.000017791843,0.000017252614,0.02452351],"study_design_scores_gemma":[0.00041382824,0.00094752555,0.0016956519,0.00015942588,0.00008824632,0.0001496286,0.00037765197,0.00046527167,0.9953799,0.0000944352,0.00008101167,0.0001473813],"about_ca_topic_score_codex":0.00022796771,"about_ca_topic_score_gemma":0.00000544363,"teacher_disagreement_score":0.02437613,"about_ca_system_score_codex":0.00007868614,"about_ca_system_score_gemma":0.000091972695,"threshold_uncertainty_score":0.5167587},"labels":[],"label_agreement":null},{"id":"W2021294927","doi":"10.1007/s10924-013-0636-5","title":"Biodegradable Poly(butylene succinate) and Poly(butylene adipate-co-terephthalate) Blends: Reactive Extrusion and Performance Evaluation","year":2014,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":127,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Spherulite (polymer physics); Polybutylene succinate; Adipate; Miscibility; Polymer blend; Crystallization; Composite material; Fourier transform infrared spectroscopy; Ultimate tensile strength; Scanning electron microscope; Plastics extrusion; Chemical engineering; Polymer; Copolymer","score_opus":0.0163392827788954,"score_gpt":0.2253288272090816,"score_spread":0.2089895444301862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021294927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9505918,0.047740433,0.000143885,0.00039974911,0.000340446,0.00017296735,0.000030187972,0.000018809387,0.00056174217],"genre_scores_gemma":[0.9965723,0.0019556384,0.000590648,0.000099545075,0.0001837867,0.000011182404,0.000020732623,0.000037604525,0.0005285623],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971994,0.00038928966,0.0007600588,0.00043273455,0.0008223524,0.00039617738],"domain_scores_gemma":[0.99853945,0.00011783828,0.0007825915,0.0002922907,0.000039084032,0.00022872309],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016287075,0.0003607352,0.00045478568,0.0002557696,0.00040934936,0.00015956392,0.00021006995,0.00016742155,0.0005400022],"category_scores_gemma":[0.000041406885,0.00027851804,0.00008592744,0.00009693144,0.0002483526,0.0014561793,0.00009598365,0.00022926154,0.000036089983],"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":[0.00029979192,0.00010099985,0.008959909,0.000024425448,0.000030405175,0.0000020264176,0.000320749,6.9318946e-7,0.6296626,0.00003448079,0.000027541095,0.3605364],"study_design_scores_gemma":[0.0010088604,0.0006810484,0.048932016,0.0001309662,0.00018165456,0.00028971175,0.00035826006,0.001300663,0.9461651,0.00010601944,0.0005078188,0.00033789626],"about_ca_topic_score_codex":0.00020786305,"about_ca_topic_score_gemma":0.000006860801,"teacher_disagreement_score":0.3601985,"about_ca_system_score_codex":0.00016072893,"about_ca_system_score_gemma":0.000055359807,"threshold_uncertainty_score":0.9999667},"labels":[],"label_agreement":null},{"id":"W2023903836","doi":"10.1007/s10924-012-0431-8","title":"Fabrication and Characterization of Biodegradable Composite Films Made of Using Poly(caprolactone) Reinforced with Chitosan","year":2012,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Materials science; Chitosan; Composite number; Ultimate tensile strength; Compression molding; Composite material; Oxygen permeability; Caprolactone; Thermal stability; Casting; Scanning electron microscope; Tensile testing; Chemical engineering; Polymer; Polymerization; Oxygen; Organic chemistry","score_opus":0.0111710200595864,"score_gpt":0.21174184394925022,"score_spread":0.20057082388966382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023903836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99485934,0.000674947,0.0040802024,0.000026890304,0.00014154364,0.0001399189,0.000042760166,0.00000544648,0.00002892402],"genre_scores_gemma":[0.9940301,0.0000400306,0.0057460894,0.000016040736,0.000056943925,0.0000010040583,0.000049762373,0.000018646177,0.000041364594],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986709,0.00006360215,0.00059004157,0.00010675183,0.00038436215,0.00018437552],"domain_scores_gemma":[0.998409,0.000023166342,0.0013083883,0.00014540719,0.000016489028,0.00009756639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020040858,0.00014473642,0.00027339836,0.00019479395,0.000076579956,0.000021325735,0.0001121362,0.00005561677,0.00006713962],"category_scores_gemma":[0.0000041004514,0.00011946895,0.0000498802,0.00013184563,0.00012930096,0.0012268834,0.00003805336,0.00008277997,0.0000015913631],"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":[0.00018560918,0.00008844268,0.034065805,0.000030283767,0.000023892651,4.150943e-7,0.00036698842,0.000023814513,0.96428365,0.000018315435,7.2981845e-7,0.00091206294],"study_design_scores_gemma":[0.00049367,0.00017141039,0.12127553,0.000087024244,0.000090097186,0.00010981595,0.000117836,0.00043104636,0.8771128,0.0000014189276,0.0000037254779,0.0001056126],"about_ca_topic_score_codex":0.000040106832,"about_ca_topic_score_gemma":1.4999983e-7,"teacher_disagreement_score":0.087209724,"about_ca_system_score_codex":0.000041704337,"about_ca_system_score_gemma":0.000018617804,"threshold_uncertainty_score":0.48718023},"labels":[],"label_agreement":null},{"id":"W2031086671","doi":"10.1007/s10924-006-0004-9","title":"Contribution to the Study of Fungal Attack on Some Plasticized Vinyl Formulations","year":2006,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Plasticizer; Vinyl chloride; Vinyl acetate; Materials science; Phthalate; Copolymer; Lignin; Biodegradation; Polymer; Organosolv; Organic chemistry; Composite material; Chemistry","score_opus":0.01698745876989838,"score_gpt":0.25436901076809,"score_spread":0.2373815519981916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031086671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800855,0.00018587545,0.00062074146,0.0004441717,0.0004122156,0.00023230218,0.00004165545,0.0000047357908,0.000049779734],"genre_scores_gemma":[0.999463,0.0000049483147,0.00004544503,0.00011606455,0.00017566832,0.000004680425,0.0000058901446,0.0000062384993,0.00017805061],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984783,0.00009730474,0.0005135797,0.00012327712,0.0006148661,0.00017269976],"domain_scores_gemma":[0.9992187,0.00010718446,0.00043220317,0.00016301162,0.00001656579,0.00006230553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003273628,0.00010477995,0.00016809479,0.000116463336,0.0001761084,0.00003934887,0.00023691359,0.000031218362,0.00013972033],"category_scores_gemma":[0.000026553584,0.000068674315,0.000063979875,0.00012235012,0.00005536191,0.0004975716,0.000036658777,0.000084187515,0.0000672165],"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":[0.00020074625,0.000772301,0.0045118835,0.000001081397,0.0000110236915,0.0000031912277,0.0002277792,0.0017091342,0.9905519,0.0005070214,0.00037310773,0.001130842],"study_design_scores_gemma":[0.0013010581,0.001373579,0.227029,0.000017394945,0.00006465918,0.000021333335,0.00035273,0.00023384279,0.7690959,0.00015644066,0.00024136761,0.00011271528],"about_ca_topic_score_codex":0.000056300574,"about_ca_topic_score_gemma":0.00002742322,"teacher_disagreement_score":0.22251712,"about_ca_system_score_codex":0.00009113722,"about_ca_system_score_gemma":0.000020837893,"threshold_uncertainty_score":0.28004572},"labels":[],"label_agreement":null},{"id":"W2031703036","doi":"10.1007/s10924-006-0042-3","title":"Chemical Treatments of Natural Fiber for Use in Natural Fiber-Reinforced Composites: A Review","year":2007,"lang":"en","type":"review","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":2836,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Composite material; Natural fiber; Fiber; Synthetic fiber; Silane","score_opus":0.03142581610367256,"score_gpt":0.30197697748018,"score_spread":0.2705511613765074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031703036","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012428585,0.9856328,0.000014444083,0.000020010744,0.0004221906,0.001274452,0.0001717431,0.000010872006,0.00002492761],"genre_scores_gemma":[0.001132986,0.9897185,0.0043762173,0.00010250546,0.00017709314,0.000032116302,0.00075415045,0.00007746162,0.0036289457],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99574643,0.00015156298,0.0024836757,0.00037667528,0.0007905232,0.00045115073],"domain_scores_gemma":[0.9960784,0.0006468123,0.002710495,0.00037461388,0.000044038676,0.0001456487],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045569794,0.00063751376,0.0021709437,0.00044235084,0.000054095934,0.000059778697,0.00060749636,0.00029639943,0.0003676703],"category_scores_gemma":[0.00007073603,0.0004714308,0.0010654066,0.00028926143,0.00014837936,0.000950761,0.00013508285,0.0006047742,0.00007134915],"study_design_candidate":"design_other","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":[0.00042276556,0.00021616335,0.0000075529238,0.011984474,0.00042991567,0.00004799266,0.000036869867,0.000009141375,0.21382983,0.00002175864,0.00076683203,0.7722267],"study_design_scores_gemma":[0.005835436,0.0010037026,0.00006506903,0.11407113,0.0064205662,0.0022871136,0.000020913618,0.0001329634,0.49137518,0.000015247306,0.3763081,0.002464547],"about_ca_topic_score_codex":0.000019294353,"about_ca_topic_score_gemma":0.0000010138334,"teacher_disagreement_score":0.76976216,"about_ca_system_score_codex":0.0007824611,"about_ca_system_score_gemma":0.00009025773,"threshold_uncertainty_score":0.99977374},"labels":[],"label_agreement":null},{"id":"W2037663222","doi":"10.1007/s10924-005-5514-3","title":"Application of Cellulose Microfibrils in Polymer Nanocomposites","year":2005,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":293,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Materials science; Ultimate tensile strength; Cellulose; Composite material; Starch; Thermoplastic; Cellulose fiber; Polymer; Young's modulus; Acid hydrolysis; Bacterial cellulose; Hydrolysis; Fiber; Chemical engineering; Organic chemistry","score_opus":0.008475027623223204,"score_gpt":0.24691379097921531,"score_spread":0.23843876335599212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037663222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839888,0.012822815,0.0025866583,0.00023841293,0.000059555503,0.00012938038,0.00001555498,0.0000045471083,0.00015424959],"genre_scores_gemma":[0.99705374,0.00032598173,0.0019680783,0.000027520138,0.00011281583,0.000004721247,0.000007037813,0.000013178732,0.000486905],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985053,0.00007987206,0.000626963,0.00014957208,0.00043065884,0.00020762596],"domain_scores_gemma":[0.9991627,0.00007663565,0.00053284067,0.00014544987,0.000013423255,0.00006899496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028713926,0.00012428717,0.00024139963,0.0001890369,0.000040750143,0.000012742988,0.0001877369,0.000045895515,0.0001779264],"category_scores_gemma":[0.0000106397565,0.00010885616,0.00007851588,0.00011343512,0.00015531981,0.0005450265,0.000067314635,0.00010666128,0.000054441985],"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":[0.00007712525,0.00021646355,0.005657379,0.000010269063,0.000009829006,0.0000024583953,0.00013858645,0.00004556346,0.96983755,0.000056795652,0.000028149438,0.023919836],"study_design_scores_gemma":[0.0005100596,0.00009881947,0.011977966,0.000024882023,0.000014129276,0.000023799701,0.000133034,0.00009897441,0.98661304,0.000047645975,0.0003638047,0.00009383938],"about_ca_topic_score_codex":0.00002451795,"about_ca_topic_score_gemma":0.000004395673,"teacher_disagreement_score":0.023825996,"about_ca_system_score_codex":0.00019552348,"about_ca_system_score_gemma":0.000019555331,"threshold_uncertainty_score":0.44390255},"labels":[],"label_agreement":null},{"id":"W2037911761","doi":"10.1007/s10924-012-0502-x","title":"Rheological Investigation of Wood-Polypropylene Composites in Rotational Plate Rheometer","year":2012,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sweep frequency response analysis; Materials science; Composite material; Rheology; Rheometer; Viscoelasticity; Dynamic mechanical analysis; Polypropylene; Dynamic modulus; Rheometry; Shear rate; Viscosity; Polymer","score_opus":0.014341370550191744,"score_gpt":0.2236850369950516,"score_spread":0.20934366644485985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037911761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99756,0.0014729082,0.00041890857,0.00013668688,0.0002447189,0.000096665855,0.000013382329,0.000005471613,0.000051243995],"genre_scores_gemma":[0.9944136,0.000027337259,0.0052611604,0.00007160302,0.00009702793,0.0000023169057,0.000027036966,0.000009159255,0.00009075178],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984783,0.00011615431,0.00066408387,0.000096754055,0.0004448704,0.00019986877],"domain_scores_gemma":[0.9990667,0.00012786416,0.0005953134,0.00009110406,0.000013364236,0.00010566734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003714729,0.00012767919,0.0002223436,0.0002143646,0.000038496433,0.000017918568,0.0001626393,0.000076629105,0.00040932387],"category_scores_gemma":[0.000019708636,0.00010225887,0.00007578393,0.00012176905,0.00014108417,0.0010462679,0.000050795916,0.00015614934,0.00003293559],"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":[0.00009743053,0.00006375272,0.05523348,0.0000063543166,0.000009940479,0.0000015228086,0.00015986101,0.00011374236,0.9432507,0.0002996164,0.000014879158,0.00074873434],"study_design_scores_gemma":[0.0004365825,0.00014047803,0.1719351,0.000032519678,0.000018748964,0.000064776774,0.000036283258,0.0001152488,0.8269049,0.00021521881,0.000008721982,0.00009145369],"about_ca_topic_score_codex":0.000011674457,"about_ca_topic_score_gemma":6.6960655e-7,"teacher_disagreement_score":0.11670161,"about_ca_system_score_codex":0.00011711544,"about_ca_system_score_gemma":0.000015396154,"threshold_uncertainty_score":0.44818094},"labels":[],"label_agreement":null},{"id":"W2039936475","doi":"10.1007/s10924-010-0192-1","title":"In Vitro Cytotoxicity of Amylose-Based Bioplastic for Packaging Applications","year":2010,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Bioplastic; Amylose; Cytotoxicity; Biocompatibility; Polysaccharide; In vitro; Materials science; Fibroblast; Chemistry; Chemical engineering; Polymer chemistry; Food science; Biochemistry; Organic chemistry; Starch; Waste management; Engineering","score_opus":0.006589103537620069,"score_gpt":0.22862046500471464,"score_spread":0.22203136146709457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039936475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985229,0.000081761755,0.013866901,0.00016588872,0.00025089394,0.00027262172,0.00010449425,0.000005373516,0.000023055034],"genre_scores_gemma":[0.9908592,0.0000021015783,0.00890096,0.000053114847,0.00010054311,0.000019827981,0.000018961044,0.00001617203,0.000029084116],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99887484,0.00003115144,0.0005316668,0.00013475529,0.00026000294,0.00016759435],"domain_scores_gemma":[0.9990555,0.00013801505,0.00056640524,0.00015752245,0.000013345641,0.00006917866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003271941,0.000111893896,0.000204419,0.00022333325,0.000058913974,0.000021067939,0.00019365265,0.000055853856,0.00011426007],"category_scores_gemma":[0.000017011831,0.00010541097,0.000098612654,0.00010668114,0.00010315075,0.0003602883,0.000021825397,0.00014940722,0.000009950376],"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":[0.00013953357,0.00021789601,0.0017012797,0.000017317732,0.000005344424,0.0000012192834,0.00003752475,0.00004021025,0.99699587,0.000048790702,0.000011861871,0.0007831265],"study_design_scores_gemma":[0.0008277659,0.000090831476,0.0044839787,0.00001692371,0.000029485487,0.00002426435,0.00004023605,0.00032349327,0.9938353,0.00013412493,0.00009728742,0.00009631186],"about_ca_topic_score_codex":0.000010390502,"about_ca_topic_score_gemma":0.0000052382775,"teacher_disagreement_score":0.0056302254,"about_ca_system_score_codex":0.000072202914,"about_ca_system_score_gemma":0.000034581488,"threshold_uncertainty_score":0.42985344},"labels":[],"label_agreement":null},{"id":"W2041200185","doi":"10.1007/s10924-012-0528-0","title":"Characterization of Extruded Thermoplastic Starch Reinforced by Montmorillonite Nanoclay","year":2013,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Agriculture and Agri-Food Canada","funders":"","keywords":"Materials science; Montmorillonite; Nanocomposite; Composite material; Plasticizer; Extrusion; Ultimate tensile strength; Starch; Thermoplastic; Glass transition; Fourier transform infrared spectroscopy; Dynamic mechanical analysis; Polymer; Chemical engineering","score_opus":0.008339234868804342,"score_gpt":0.182343237029523,"score_spread":0.17400400216071865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041200185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956447,0.0027710684,0.00082499045,0.00018359764,0.00030147034,0.00012474912,0.00006311267,0.000007613647,0.000078681085],"genre_scores_gemma":[0.99761844,0.00023012445,0.00018878301,0.000060657097,0.00006802818,0.0000073027804,0.000032234584,0.000019854826,0.0017745591],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983969,0.000110639085,0.00069275836,0.00013398222,0.00047021877,0.0001955152],"domain_scores_gemma":[0.99889016,0.00005050428,0.0007737094,0.00016742204,0.000025381176,0.0000928093],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021824671,0.00016190347,0.00026666108,0.00009886512,0.000090339374,0.000059600858,0.00021592023,0.000076589706,0.0027281973],"category_scores_gemma":[0.000013199346,0.000118342075,0.00008911808,0.00007050605,0.00012679111,0.00093350554,0.00003786944,0.00009354207,0.000077043325],"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":[0.00010113395,0.00005644324,0.00045293698,0.00001174337,0.00001884623,5.9883354e-7,0.0001964038,0.0000013596972,0.98434806,0.000014110421,0.00008559973,0.014712772],"study_design_scores_gemma":[0.00032157367,0.000282083,0.006139442,0.0000386147,0.000034598554,0.0000185395,0.00014445989,0.00017574849,0.9925264,0.0000123479895,0.00017522108,0.00013096654],"about_ca_topic_score_codex":0.00010555175,"about_ca_topic_score_gemma":7.7292174e-7,"teacher_disagreement_score":0.014581806,"about_ca_system_score_codex":0.00006309406,"about_ca_system_score_gemma":0.000025088895,"threshold_uncertainty_score":0.9981834},"labels":[],"label_agreement":null},{"id":"W2043039284","doi":"10.1007/s10924-014-0640-4","title":"Biodegradable Blends from Corn Gluten Meal and Poly(butylene adipate-co-terephthalate) (PBAT): Studies on the Influence of Plasticization and Destructurization on Rheology, Tensile Properties and Interfacial Interactions","year":2014,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Materials science; Plasticizer; Rheology; Ultimate tensile strength; Composite material; Adipate; Corn gluten meal; Extrusion; Polymer blend; Polymer; Soybean meal; Organic chemistry","score_opus":0.029768037355995897,"score_gpt":0.2287454943993035,"score_spread":0.1989774570433076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043039284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940387,0.004980304,0.00008843518,0.00048119138,0.0002345883,0.000098731136,0.000047177287,0.000007992785,0.000022906179],"genre_scores_gemma":[0.99903035,0.0005080577,0.00015130991,0.00012238546,0.00007014728,0.0000054196794,0.000007917651,0.000014617214,0.000089812565],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986118,0.0002292013,0.00052762125,0.00022993959,0.00025516577,0.00014625238],"domain_scores_gemma":[0.99892694,0.00028720856,0.000554767,0.00013737992,0.000028864257,0.00006482748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029015998,0.00020587305,0.00030632524,0.00012869958,0.00025379806,0.000069046684,0.000108205226,0.00006930434,0.000049965376],"category_scores_gemma":[0.00012037477,0.00012251537,0.000031498264,0.000047965234,0.0005494289,0.0004517287,0.00006570473,0.00014329009,0.0000038685607],"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":[0.00050991523,0.000064363856,0.010605747,0.000023721846,0.00007884402,9.2199366e-7,0.00135114,0.0000412743,0.9716778,0.00022495576,0.000016597156,0.015404734],"study_design_scores_gemma":[0.00034068394,0.0006105889,0.043805376,0.00020477505,0.00009607762,0.000045240453,0.00084643665,0.000676939,0.9530335,0.000178093,0.000025404595,0.00013687155],"about_ca_topic_score_codex":0.00015144549,"about_ca_topic_score_gemma":0.000018173825,"teacher_disagreement_score":0.03319963,"about_ca_system_score_codex":0.000040934512,"about_ca_system_score_gemma":0.000015138012,"threshold_uncertainty_score":0.49960315},"labels":[],"label_agreement":null},{"id":"W2045127495","doi":"10.1007/s10924-009-0116-0","title":"A Study of Dynamic Mechanical and Thermal Behavior of Starch/Poly(vinylalcohol) Based Films","year":2009,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Epichlorohydrin; Materials science; Thermogravimetric analysis; Thermal stability; Bentonite; Starch; Plasticizer; Composite material; Dynamic mechanical analysis; Glycerol; Casting; Chemical engineering; Polymer; Organic chemistry","score_opus":0.017410277597752953,"score_gpt":0.23472759583247402,"score_spread":0.21731731823472106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045127495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99407023,0.0054395404,0.00008308198,0.00011203506,0.00008714492,0.00014535246,0.000042282296,0.0000042419533,0.000016065977],"genre_scores_gemma":[0.99871165,0.00005017531,0.001126739,0.00003684609,0.000016211054,0.0000030219662,0.0000029294042,0.0000108599215,0.00004157741],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983398,0.00016830646,0.00067799125,0.00015593818,0.00050342566,0.00015454527],"domain_scores_gemma":[0.99906,0.00005328654,0.00060965784,0.00018313894,0.000012581309,0.000081342754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038745897,0.00015145248,0.0003417447,0.00012230764,0.00006561586,0.000020230776,0.00019638997,0.00006269933,0.00039682366],"category_scores_gemma":[0.000009381332,0.00011155734,0.00008641325,0.00005736088,0.00011688327,0.00028338496,0.000035078145,0.00010766235,0.0000017990017],"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":[0.00033038258,0.0012399566,0.0014576181,0.000006861009,0.00001560352,0.000006160648,0.0002815493,0.0000013392737,0.9337336,0.000008453026,0.000003319488,0.06291519],"study_design_scores_gemma":[0.0009110078,0.002660621,0.07148882,0.0000346965,0.00014293911,0.000023905648,0.0010877413,0.00014485492,0.9233837,0.000010169033,0.0000029955331,0.000108555585],"about_ca_topic_score_codex":0.00006715961,"about_ca_topic_score_gemma":0.000007553467,"teacher_disagreement_score":0.070031196,"about_ca_system_score_codex":0.000031468837,"about_ca_system_score_gemma":0.000027071465,"threshold_uncertainty_score":0.4549176},"labels":[],"label_agreement":null},{"id":"W2046717030","doi":"10.1007/s10924-008-0095-6","title":"Modification of Soy Protein Plastic with Functional Monomer with Reactive Extrusion","year":2008,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Soy protein; Materials science; Differential scanning calorimetry; Glycidyl methacrylate; Glass transition; Fourier transform infrared spectroscopy; Monomer; Extrusion; Maleic anhydride; Attenuated total reflection; Reactive extrusion; Polymer; Ultimate tensile strength; Chemical engineering; Composite material; Copolymer; Chemistry; Biochemistry","score_opus":0.013987724542386263,"score_gpt":0.19283919833014102,"score_spread":0.17885147378775476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046717030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936755,0.00020269633,0.005747265,0.00005021243,0.00005940521,0.00015640161,0.000009668143,0.0000066604143,0.00009223715],"genre_scores_gemma":[0.9964714,0.000011038621,0.0030968974,0.00000954585,0.000056937493,0.0000057151374,0.000017083174,0.000013601877,0.0003177458],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987452,0.000039453596,0.00034904268,0.00013446028,0.00061628333,0.00011557201],"domain_scores_gemma":[0.99903893,0.000047596364,0.00069548783,0.000120887176,0.000033325923,0.00006375766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089808455,0.00012859431,0.00017002398,0.00012540536,0.000096587435,0.000011518255,0.00010312416,0.000047043155,0.00018667798],"category_scores_gemma":[0.0000070707347,0.000086127126,0.000040770465,0.00009115695,0.00015791596,0.0007484489,0.000019399047,0.00013721925,0.000017684084],"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":[0.0009915432,0.00009107264,0.0014353616,0.000005225994,0.000021561613,0.0000073247684,0.00008866413,0.0005965016,0.99631965,0.000064397755,0.000010499391,0.0003681785],"study_design_scores_gemma":[0.00073651114,0.0006587054,0.04339201,0.000053775668,0.000037132766,0.00035978394,0.00007559603,0.00013520673,0.95439845,0.000031072093,0.000013722456,0.000108024156],"about_ca_topic_score_codex":0.000016069329,"about_ca_topic_score_gemma":8.8443227e-7,"teacher_disagreement_score":0.04195665,"about_ca_system_score_codex":0.00013079164,"about_ca_system_score_gemma":0.00004765614,"threshold_uncertainty_score":0.35121623},"labels":[],"label_agreement":null},{"id":"W2051081460","doi":"10.1007/s10924-006-0018-3","title":"Converting Waste Polystyrene into Adsorbent: Potential Use in the Removal of Lead and Cadmium Ions from Aqueous Solution","year":2006,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Adsorption; Aqueous solution; Polystyrene; Cadmium; Ion exchange; Materials science; Sulfuric acid; Ion-exchange resin; Polymer; Langmuir adsorption model; Langmuir; Wastewater; Chemical engineering; Inorganic chemistry; Nuclear chemistry; Ion; Organic chemistry; Waste management; Chemistry; Composite material; Metallurgy","score_opus":0.007496923878406792,"score_gpt":0.19844049441162237,"score_spread":0.1909435705332156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051081460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567574,0.0009257687,0.0025439488,0.0003387975,0.00008275018,0.00012245351,0.000008950061,0.0000067002707,0.00029486205],"genre_scores_gemma":[0.9979475,0.00018819203,0.0014433604,0.00005867335,0.0000825331,0.0000017590849,0.00002291498,0.000010680911,0.00024434898],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99854505,0.00014020553,0.00056478794,0.00015997692,0.00043801428,0.0001519865],"domain_scores_gemma":[0.9992766,0.000055029534,0.0004870163,0.00014852092,0.0000021706194,0.0000306802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034526613,0.0001281723,0.00016518882,0.00009498527,0.000090123605,0.000037216792,0.00017060044,0.000062686515,0.00004826309],"category_scores_gemma":[0.00001240946,0.00009958416,0.00007692909,0.00009725168,0.000170114,0.00050381955,0.00009403235,0.00016204297,0.0000044059716],"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":[0.00008348504,0.00027441818,0.047071327,0.0000052593696,0.000020803322,0.000062194646,0.00025753395,0.00055848924,0.9094408,0.000043707532,0.00033053162,0.041851435],"study_design_scores_gemma":[0.0019634159,0.0004814162,0.5711992,0.0001606064,0.00026415903,0.0004314643,0.002398296,0.011144808,0.40882522,0.0019098675,0.0007478427,0.00047373062],"about_ca_topic_score_codex":0.0047333874,"about_ca_topic_score_gemma":0.00026329904,"teacher_disagreement_score":0.52412784,"about_ca_system_score_codex":0.00012695223,"about_ca_system_score_gemma":0.0000037759562,"threshold_uncertainty_score":0.7155497},"labels":[],"label_agreement":null},{"id":"W2056184914","doi":"10.1007/s10924-012-0540-4","title":"Water Transport in Polylactide and Polylactide/Montmorillonite Composites","year":2012,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"U.S. Department of Agriculture","keywords":"Montmorillonite; Materials science; Composite material; Permeation; Polymer; Compression molding; Permeability (electromagnetism); Small-angle X-ray scattering; Transmission electron microscopy; Matrix (chemical analysis); Scattering; Membrane; Nanotechnology","score_opus":0.008623806791845505,"score_gpt":0.19943160481417682,"score_spread":0.1908077980223313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056184914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98961425,0.009398879,0.00007400096,0.00029048533,0.00035778017,0.00008113714,0.000014955353,0.00000736085,0.00016112729],"genre_scores_gemma":[0.998806,0.00020773735,0.0002176241,0.00013972825,0.00017339703,0.0000021958033,0.000010361216,0.000018659368,0.00042427826],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986421,0.000083132196,0.00050789467,0.00012104931,0.0002919928,0.00035381998],"domain_scores_gemma":[0.99948967,0.000035599274,0.00019884248,0.000106978885,0.000004466308,0.0001644403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003694047,0.00016911814,0.00024944535,0.00015960046,0.00008727537,0.00003416618,0.000120559285,0.00006193538,0.00038223984],"category_scores_gemma":[0.0000022241702,0.000115671195,0.000070888906,0.00004484771,0.00010550257,0.0012896401,0.000034006818,0.00014585344,0.000037765225],"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":[0.00014789424,0.00015451836,0.13458632,0.000007120418,0.000010745744,0.000006711458,0.0006752026,0.000005090929,0.86266243,0.000011545305,0.000010091697,0.0017223364],"study_design_scores_gemma":[0.000496989,0.00011564721,0.15354016,0.000022879412,0.000038244852,0.00021098182,0.00019394637,0.00001271362,0.8448341,0.000013153566,0.00037981186,0.00014137846],"about_ca_topic_score_codex":0.0001668135,"about_ca_topic_score_gemma":0.00000843818,"teacher_disagreement_score":0.018953843,"about_ca_system_score_codex":0.00008465551,"about_ca_system_score_gemma":0.000008934583,"threshold_uncertainty_score":0.47169346},"labels":[],"label_agreement":null},{"id":"W2058919020","doi":"10.1007/s10924-005-2941-0","title":"Lignin-based Carbon Fibers: Effect of Synthetic Polymer Blending on Fiber Properties","year":2005,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":379,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"North Carolina State University","keywords":"Materials science; Lignin; Carbonization; Composite material; Fiber; Polymer; Hardwood; Synthetic fiber; Polypropylene; Carbon fibers; Yield (engineering); Chemical engineering; Organic chemistry; Scanning electron microscope; Composite number","score_opus":0.0049340190764250716,"score_gpt":0.1754086959648092,"score_spread":0.17047467688838414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058919020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946444,0.0027270496,0.000003785668,0.00010124092,0.00013512683,0.00007036085,0.000006550434,0.000019858571,0.0022916293],"genre_scores_gemma":[0.99906886,0.000045130248,0.0000471882,0.000025887637,0.00018460026,0.000003199209,0.0000046993146,0.000034918965,0.00058550545],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99897623,0.000036464982,0.00038925544,0.00009924676,0.00033352454,0.00016527459],"domain_scores_gemma":[0.9995478,0.00006014262,0.00016781781,0.0001444506,0.0000034046873,0.00007641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012269281,0.00018733273,0.00023503815,0.00011129575,0.000027313508,0.000012915206,0.00011304831,0.000081054524,0.000083060135],"category_scores_gemma":[0.000005176865,0.00014869179,0.00013111567,0.00005093468,0.000052800722,0.00013095619,0.00001066586,0.00017574214,0.000013640061],"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":[0.00005137475,0.00007429277,0.0006194316,0.00006736945,0.0000753779,0.0000037593675,0.000066417575,0.0014638598,0.9903108,0.0000012232558,0.00021653908,0.00704954],"study_design_scores_gemma":[0.00066086964,0.0002791167,0.00013383504,0.00020684165,0.00008829517,0.000021737384,0.000037538404,0.0010342919,0.9972775,8.6674345e-7,0.00011360394,0.0001455082],"about_ca_topic_score_codex":0.0000028606191,"about_ca_topic_score_gemma":2.080208e-7,"teacher_disagreement_score":0.0069666808,"about_ca_system_score_codex":0.00016924835,"about_ca_system_score_gemma":0.000009541298,"threshold_uncertainty_score":0.6063475},"labels":[],"label_agreement":null},{"id":"W2059576623","doi":"10.1007/s10924-005-4763-5","title":"Determination of Microorganisms’ Attack on Some Flexible Polymers by Using Soil Burial Test Method","year":2005,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyolefin; Materials science; Plasticizer; Polyvinyl chloride; Polymer; Elastomer; Biodegradation; Vinyl chloride; Composite material; Copolymer; Organic chemistry; Chemistry","score_opus":0.015118813962886854,"score_gpt":0.2520415617035054,"score_spread":0.23692274774061853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059576623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774433,0.00038477906,0.02113988,0.00019115928,0.00032173304,0.00010502617,0.00012901943,0.0000065498325,0.00027855302],"genre_scores_gemma":[0.9910941,0.000082607636,0.0075904843,0.00015789602,0.00018880265,6.7454084e-7,0.000021487636,0.000025464375,0.0008384535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99833703,0.000081246486,0.00062022614,0.00019535361,0.0005390412,0.0002271212],"domain_scores_gemma":[0.9988338,0.00015350764,0.00074970914,0.00013425543,0.0000040299174,0.00012469901],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030665973,0.0001928164,0.00022788842,0.00011511863,0.000108963286,0.000022692271,0.00017515618,0.000106568186,0.0017352247],"category_scores_gemma":[0.0000372971,0.00017969604,0.00011111051,0.00010495968,0.00013076619,0.0005481072,0.0000561554,0.00016970414,0.00007768764],"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":[0.00007379443,0.00033266132,0.0008599891,0.00000320944,0.000012927715,0.0000017433218,0.000073760035,0.0012033475,0.9532891,0.0000094685065,0.00050138705,0.043638643],"study_design_scores_gemma":[0.000933438,0.00041986685,0.0025482266,0.000029578763,0.00009297456,0.000089410605,0.000052242107,0.008539988,0.98575795,0.000043739456,0.0012926457,0.00019992441],"about_ca_topic_score_codex":0.000048139977,"about_ca_topic_score_gemma":0.000004728577,"teacher_disagreement_score":0.043438718,"about_ca_system_score_codex":0.00045623805,"about_ca_system_score_gemma":0.000019579387,"threshold_uncertainty_score":0.99917734},"labels":[],"label_agreement":null},{"id":"W2062329185","doi":"10.1007/s10924-010-0190-3","title":"Enhanced Mineralization of PLA Meltblown Materials Due to Plasticization","year":2010,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Biodegradation; Polylactic acid; Materials science; Mineralization (soil science); Anaerobic exercise; Polymer; Glass transition; Plasticizer; Degradation (telecommunications); Chemical engineering; Amorphous solid; Composite material; Organic chemistry; Chemistry","score_opus":0.00862793977645869,"score_gpt":0.2038508103731628,"score_spread":0.19522287059670412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062329185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99267703,0.00047512678,0.005261057,0.00018638915,0.0011224136,0.000098392265,0.00006884962,0.000007809645,0.00010293686],"genre_scores_gemma":[0.9976676,0.000028979659,0.0016591377,0.00007557379,0.00019871042,0.0000044020394,0.000015127587,0.000019006626,0.00033142554],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984897,0.00008571188,0.00070212584,0.0001476762,0.00041438066,0.00016042199],"domain_scores_gemma":[0.9990377,0.000054106567,0.0006191452,0.0001612511,0.000028916493,0.00009888304],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035137887,0.00014837098,0.00028924985,0.00015514612,0.00007975587,0.000051029878,0.0002016612,0.000091153386,0.0020811672],"category_scores_gemma":[0.00006373943,0.00011561104,0.000057615878,0.000089689966,0.0000822317,0.00045683523,0.000038821832,0.000079698424,0.000045341072],"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":[0.00016333308,0.000110981615,0.00012940334,0.00001239841,0.000011468542,0.0000013721522,0.00024428367,0.000012080726,0.9915453,0.00016576194,0.00008703399,0.0075165704],"study_design_scores_gemma":[0.0002759472,0.0001863826,0.004613374,0.00003908989,0.000043740456,0.000037935682,0.00009850165,0.000023523678,0.9943967,0.000033270313,0.00012351958,0.00012799913],"about_ca_topic_score_codex":0.00006723512,"about_ca_topic_score_gemma":0.000023856946,"teacher_disagreement_score":0.0073885713,"about_ca_system_score_codex":0.000029986584,"about_ca_system_score_gemma":0.000028004772,"threshold_uncertainty_score":0.9988311},"labels":[],"label_agreement":null},{"id":"W2062536488","doi":"10.1007/s10924-013-0633-8","title":"Processability and Biodegradability Evaluation of Composites from Poly(butylene succinate) (PBS) Bioplastic and Biofuel Co-products from Ontario","year":2014,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Bioplastic; Biodegradation; Materials science; Polybutylene succinate; Biocomposite; Polymer; Composite material; Compounding; Composite number; Hydrolysis; Chemical engineering; Organic chemistry; Waste management; Chemistry","score_opus":0.020082040890924954,"score_gpt":0.21920386579637835,"score_spread":0.19912182490545338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062536488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720005,0.026920736,0.00016403044,0.0002818123,0.00021848337,0.0001551419,0.00021119684,0.000008029815,0.000040094408],"genre_scores_gemma":[0.998275,0.00012484996,0.0013807674,0.0000315029,0.00009227679,0.000004049542,0.000048527258,0.000014250063,0.000028766915],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974598,0.00043181964,0.00076247426,0.00040177605,0.000755908,0.00018819975],"domain_scores_gemma":[0.9985287,0.00027946546,0.0007186143,0.0002834771,0.00006312792,0.00012661138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013261763,0.00024363917,0.0004571508,0.000095462085,0.00015420867,0.000080336715,0.00017588465,0.00011341133,0.0004769914],"category_scores_gemma":[0.00013154786,0.00018441866,0.000058735728,0.000063582236,0.0004341526,0.00059247174,0.0000651279,0.0001483236,0.0000067397086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001883019,0.0002097506,0.19568402,0.000025225474,0.000033354958,2.2914247e-7,0.0004949017,6.59565e-7,0.7607706,0.0000052509345,0.000005746654,0.04258196],"study_design_scores_gemma":[0.000566958,0.00017171755,0.35411793,0.000044407072,0.00019786708,0.0000073232127,0.00017613544,0.00022691907,0.6437781,0.0005552217,0.00002604287,0.00013135749],"about_ca_topic_score_codex":0.012105943,"about_ca_topic_score_gemma":0.0009827283,"teacher_disagreement_score":0.15843393,"about_ca_system_score_codex":0.00017026896,"about_ca_system_score_gemma":0.00008995813,"threshold_uncertainty_score":0.9944725},"labels":[],"label_agreement":null},{"id":"W2068264043","doi":"10.1007/s10924-013-0631-x","title":"Development of Lignin and Nanocellulose Enhanced Bio PU Foams for Automotive Parts","year":2013,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Nanocellulose; Polyurethane; Nanofiber; Cellulose; Lignin; Isocyanate; Composite material; Polyol; Chemical engineering; Organic chemistry","score_opus":0.01038233575947027,"score_gpt":0.21203117862757404,"score_spread":0.20164884286810378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068264043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938047,0.0017538425,0.0038768891,0.0001142362,0.00020106307,0.00018657515,0.000011598996,0.000005331628,0.000045773642],"genre_scores_gemma":[0.98463696,0.000052819436,0.014991663,0.000053133266,0.00005466997,0.000009586724,0.000008814294,0.000011729623,0.00018064224],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99885684,0.000033654578,0.00056154595,0.00013552367,0.0002358806,0.00017654583],"domain_scores_gemma":[0.9992289,0.000046091365,0.00052479573,0.000079477206,0.000019515523,0.00010122724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021290519,0.000121236335,0.00021080242,0.000078221165,0.000103664766,0.000035844634,0.00010789574,0.000047576643,0.00009359659],"category_scores_gemma":[0.000008321377,0.00010028144,0.00005815218,0.00003536568,0.00006788912,0.00039389855,0.00004168645,0.00004959323,0.0000127453295],"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":[0.000022802173,0.00010920932,0.0001988525,0.000011922959,0.000019098596,4.3086962e-7,0.00069737056,0.0000037764578,0.98630935,0.00001596917,0.000082230246,0.012528963],"study_design_scores_gemma":[0.0005184433,0.00016120124,0.0051729865,0.000034829027,0.000027875298,0.000012538498,0.0003880711,0.0001536984,0.99324965,0.0000718959,0.000101713056,0.00010711349],"about_ca_topic_score_codex":0.000011079137,"about_ca_topic_score_gemma":0.0000016836855,"teacher_disagreement_score":0.012421849,"about_ca_system_score_codex":0.000063674284,"about_ca_system_score_gemma":0.00003268061,"threshold_uncertainty_score":0.40893584},"labels":[],"label_agreement":null},{"id":"W2068953966","doi":"10.1007/s10924-012-0538-y","title":"Effects of Wood Fiber and Microclay on the Performance of Soy Based Polyurethane Foams","year":2012,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Materials science; Composite material; Polyurethane; Polyurea; Isocyanate; Fiber; Ultimate tensile strength; Compressive strength; Thermal decomposition; Polyol; Reinforcement; Organic chemistry","score_opus":0.005991038645801473,"score_gpt":0.1906989044026857,"score_spread":0.18470786575688422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068953966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99511296,0.004361597,0.000065473265,0.00014617386,0.00018474991,0.00008449439,0.0000090024705,0.0000020792968,0.000033494765],"genre_scores_gemma":[0.9992651,0.00007882332,0.00037175434,0.000115875766,0.000077307785,0.0000011952775,0.0000019609956,0.000009663225,0.00007836456],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99903417,0.000091441005,0.00034209114,0.00007090599,0.0002983638,0.00016301713],"domain_scores_gemma":[0.9991588,0.00017254976,0.000485504,0.00010715939,0.0000055301134,0.00007047584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032120277,0.0001049393,0.00018136276,0.00006539961,0.000062197076,0.000010211514,0.00011945758,0.000042482487,0.00014654506],"category_scores_gemma":[0.000008171288,0.00006862761,0.000064513384,0.000044465094,0.00010273722,0.000245152,0.000027371925,0.00009392424,0.0000072144626],"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":[0.0001163239,0.00017268157,0.0029114585,0.000036894267,0.000013283174,4.2462713e-7,0.00017466914,0.00001148803,0.9945585,0.000014500919,0.000020836476,0.0019688979],"study_design_scores_gemma":[0.00045537532,0.00033920558,0.025966829,0.000085048996,0.00005589584,0.000020607,0.000051418294,0.00016318218,0.97275895,0.0000028431011,0.00003433376,0.00006629392],"about_ca_topic_score_codex":0.0000138546975,"about_ca_topic_score_gemma":1.7325753e-7,"teacher_disagreement_score":0.02305537,"about_ca_system_score_codex":0.000031393218,"about_ca_system_score_gemma":0.000012094379,"threshold_uncertainty_score":0.27985528},"labels":[],"label_agreement":null},{"id":"W2072086541","doi":"10.1007/s10924-013-0635-6","title":"Melt Compounded Blends of Short and Medium Chain-Length Poly-3-hydroxyalkanoates","year":2013,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Materials science; Crystallinity; Compounding; Crystallization; Ultimate tensile strength; Thermal stability; Elastomer; Morphology (biology); Viscosity; Composite material; Peroxide; Elongation; Intrinsic viscosity; Chemical engineering; Miscibility; Polymer blend; Polymer; Organic chemistry; Copolymer","score_opus":0.012141599551724995,"score_gpt":0.1995211049188686,"score_spread":0.1873795053671436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072086541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96218145,0.03618911,0.00009362862,0.0008532003,0.00033178937,0.00009477968,0.000024544828,0.00000852906,0.00022294438],"genre_scores_gemma":[0.99805564,0.000692899,0.0005157765,0.00012194431,0.00011705613,0.0000048663546,0.000005384445,0.00001993047,0.0004664948],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982978,0.00011073248,0.00068948715,0.00017473754,0.00049683434,0.00023038253],"domain_scores_gemma":[0.99914706,0.00008302909,0.00042869902,0.0001774111,0.000018772884,0.0001450301],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034147716,0.00019462948,0.00036582525,0.00013509423,0.00011320091,0.00006711234,0.00022434957,0.00008663889,0.0017337566],"category_scores_gemma":[0.0000134926595,0.0001423627,0.00009403098,0.000057253725,0.0002934186,0.0006911933,0.00007385735,0.0001243603,0.000027548615],"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":[0.00004532674,0.00011147794,0.002336784,0.00001657913,0.00003740598,0.0000016531116,0.00021999424,3.1046113e-7,0.96416706,0.000038521557,0.00014760875,0.032877292],"study_design_scores_gemma":[0.00028716348,0.00024134963,0.013800848,0.000046476278,0.000065031636,0.00008587569,0.00054626894,0.00009447369,0.9843042,0.00013300627,0.00023650772,0.00015883661],"about_ca_topic_score_codex":0.00016538183,"about_ca_topic_score_gemma":0.0000051111388,"teacher_disagreement_score":0.035874173,"about_ca_system_score_codex":0.000047821995,"about_ca_system_score_gemma":0.00003176419,"threshold_uncertainty_score":0.99917877},"labels":[],"label_agreement":null},{"id":"W2073581415","doi":"10.1007/s10924-012-0428-3","title":"Cellulose–Polymer Based Green Composite Fibers by Electrospinning","year":2012,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite number; Composite material; Pulp (tooth); Electrospinning; Polymer; Scanning electron microscope; Transmission electron microscopy; Cellulose; Cellulose fiber; Polyethylene; Fiber; Chemical engineering; Nanotechnology","score_opus":0.005849203869561725,"score_gpt":0.21396442674697938,"score_spread":0.20811522287741765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073581415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739297,0.007367504,0.016558336,0.0012883643,0.00040093684,0.00014413471,0.00004683916,0.000026837575,0.000237334],"genre_scores_gemma":[0.9928142,0.000042322434,0.004476172,0.0006768564,0.0002717011,0.0000083455225,0.000071476454,0.000030659496,0.0016083086],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99804026,0.00010201704,0.0005701094,0.00017334735,0.0006619256,0.0004523613],"domain_scores_gemma":[0.9988372,0.000092013164,0.00058042316,0.00019707864,0.000010414019,0.00028290716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042416385,0.00019161639,0.00022801335,0.000116154515,0.00014929331,0.00003923916,0.00030435485,0.000104918145,0.001062906],"category_scores_gemma":[0.000004239624,0.00016939927,0.0001183802,0.000168253,0.00019875844,0.00057438604,0.000040345447,0.0002072124,0.00014755185],"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":[0.000038396494,0.00029935848,0.0033774017,0.0000049580353,0.000016389444,9.5126694e-7,0.000063754764,6.719667e-7,0.9899002,0.00005786478,0.0034579805,0.002782079],"study_design_scores_gemma":[0.00050220836,0.00016030812,0.0029645963,0.000016493204,0.00006771424,0.000042877757,0.000024524114,0.000051808496,0.99330354,0.00003293624,0.002650167,0.00018282386],"about_ca_topic_score_codex":0.000032516615,"about_ca_topic_score_gemma":4.5509634e-7,"teacher_disagreement_score":0.018884445,"about_ca_system_score_codex":0.00027109907,"about_ca_system_score_gemma":0.000030241874,"threshold_uncertainty_score":0.9998503},"labels":[],"label_agreement":null},{"id":"W2078555627","doi":"10.1007/s10924-008-0102-y","title":"The Effect of Fiber Pretreatment and Compatibilizer on Mechanical and Physical Properties of Flax Fiber-Polypropylene Composites","year":2008,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":111,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Materials science; Composite material; Polypropylene; Maleic anhydride; Composite number; Extrusion; Fiber; Melt flow index; Compression molding; Sodium hydroxide; Molding (decorative); Mold; Polymer; Chemical engineering","score_opus":0.009060629225735807,"score_gpt":0.20962119920974132,"score_spread":0.2005605699840055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078555627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974483,0.0021777977,0.000002952522,0.00008009579,0.00005302193,0.00019431366,0.000009710547,0.0000036804265,0.000030119409],"genre_scores_gemma":[0.9993674,0.00012271156,0.00019471781,0.0000072297767,0.000033263634,0.0000026699902,0.0000022540337,0.000009670125,0.0002600656],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988456,0.00013960942,0.00037846703,0.00012344087,0.0003967182,0.00011616295],"domain_scores_gemma":[0.9991407,0.00026193936,0.00039199952,0.00013338639,0.000010260559,0.000061740546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014894365,0.00014918679,0.00030460153,0.00004505657,0.00012533579,0.000016187894,0.000110343244,0.00003772298,0.000034873643],"category_scores_gemma":[0.000015552552,0.00007965707,0.000076273376,0.000036020516,0.0003369764,0.00019615718,0.00006744662,0.00010138469,0.0000064070705],"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":[0.00063202897,0.00006825571,0.00063310703,0.000021675787,0.000038173086,0.0000021786627,0.00011682649,0.00002909014,0.9956049,0.000018473931,0.000018127217,0.0028171942],"study_design_scores_gemma":[0.0007823938,0.0023927374,0.005156324,0.000085905594,0.00007254657,0.00010779865,0.00001793024,0.00024189174,0.9910358,0.0000166109,0.000013851765,0.00007618277],"about_ca_topic_score_codex":0.00001479027,"about_ca_topic_score_gemma":3.81963e-7,"teacher_disagreement_score":0.004569042,"about_ca_system_score_codex":0.000046825367,"about_ca_system_score_gemma":0.000007876041,"threshold_uncertainty_score":0.32483208},"labels":[],"label_agreement":null},{"id":"W2081513972","doi":"10.1007/s10924-012-0509-3","title":"Bio-Based Polymers and End-of-Life Vehicles","year":2012,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Materials science; Process engineering; Phase (matter); Construction engineering; Nanotechnology; Biochemical engineering; Systems engineering; Engineering","score_opus":0.02017548486198831,"score_gpt":0.2147493658621934,"score_spread":0.1945738810002051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081513972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92669123,0.072194666,0.00015718093,0.00042586654,0.00032508804,0.00004121812,0.000031767097,0.0000057635634,0.0001272342],"genre_scores_gemma":[0.998628,0.00022697212,0.0006574992,0.0001710783,0.00013583152,0.0000014957451,0.0000034088237,0.000015306003,0.00016037145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986888,0.00011539345,0.0004935599,0.00010209063,0.00037255068,0.00022761637],"domain_scores_gemma":[0.9990926,0.00008259124,0.00049890456,0.00012754729,0.0000066515418,0.00019173916],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041900127,0.00014396178,0.0002474132,0.00012014188,0.00009444056,0.000027322429,0.00013543924,0.000067916815,0.0010640202],"category_scores_gemma":[0.00001936078,0.00010696621,0.000085932144,0.0000525204,0.0002672427,0.0005718696,0.00003382027,0.000083059356,0.00001717249],"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":[0.00012239921,0.00016346513,0.026062198,0.000015809219,0.00001953351,5.0801583e-7,0.00015329702,6.188557e-7,0.91545033,0.000060224273,0.000061089326,0.05789055],"study_design_scores_gemma":[0.00038044414,0.00012565663,0.02863459,0.000030314113,0.00005833385,0.00002029269,0.00036752803,0.000026209622,0.96960104,0.000008392219,0.0006233885,0.00012381269],"about_ca_topic_score_codex":0.00006623575,"about_ca_topic_score_gemma":0.0000012756417,"teacher_disagreement_score":0.07196769,"about_ca_system_score_codex":0.00003543266,"about_ca_system_score_gemma":0.00003926564,"threshold_uncertainty_score":0.99984914},"labels":[],"label_agreement":null},{"id":"W2084351778","doi":"10.1007/s10924-009-0117-z","title":"A Study of Physicomechanical and Morphological Properties of Starch/Poly(vinylalcohol) Based Films","year":2009,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Department of Science and Technology, Ministry of Science and Technology, India; Ontario Ministry of Agriculture, Food and Rural Affairs; University of Guelph","keywords":"Materials science; Epichlorohydrin; Fourier transform infrared spectroscopy; Scanning electron microscope; Plasticizer; Starch; Bentonite; Casting; Chemical engineering; Composite material; Ultimate tensile strength; Organic chemistry","score_opus":0.03298408008350324,"score_gpt":0.22603114851224576,"score_spread":0.19304706842874253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084351778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99061424,0.008850159,0.0000898295,0.00019686623,0.00007664429,0.00012976548,0.000019796824,0.0000052017513,0.000017487544],"genre_scores_gemma":[0.9992106,0.000060032406,0.0005845367,0.00006683993,0.00002985921,0.0000023877399,0.0000013367788,0.000008532016,0.000035877034],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982974,0.00019321717,0.0006752279,0.0001678423,0.0005081565,0.00015818152],"domain_scores_gemma":[0.99910945,0.000041136947,0.00057738606,0.00017887198,0.000015797543,0.000077332246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036985474,0.00015836181,0.000407677,0.00010385436,0.000068698035,0.000022776745,0.00020302933,0.00006076268,0.0002065274],"category_scores_gemma":[0.000020772855,0.00010351681,0.00008923063,0.0000662267,0.00018111197,0.00029278375,0.0000446542,0.000114018396,0.0000021748128],"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":[0.0005368613,0.0014525664,0.0009683697,0.000012699339,0.00001922266,0.0000063899,0.00037734507,0.0000027443675,0.9772949,0.00001535234,0.000011308807,0.019302236],"study_design_scores_gemma":[0.0008519302,0.003242095,0.0099756755,0.000061115024,0.000073517105,0.00003462807,0.00141748,0.00010037507,0.984096,0.000029621275,0.000005154019,0.00011244475],"about_ca_topic_score_codex":0.000058573518,"about_ca_topic_score_gemma":0.0000021030257,"teacher_disagreement_score":0.019189792,"about_ca_system_score_codex":0.000022946697,"about_ca_system_score_gemma":0.00002371147,"threshold_uncertainty_score":0.4221293},"labels":[],"label_agreement":null},{"id":"W2089795096","doi":"10.1007/s10924-013-0591-1","title":"Microwave Assisted Short-Time Alkaline Extraction of Birch Xylan","year":2013,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Xylan; Crystallinity; Extraction (chemistry); Xylose; Materials science; Yield (engineering); Molecular mass; Mass fraction; Molar mass distribution; Chromatography; Polysaccharide; Nuclear chemistry; Polymer; Chemistry; Organic chemistry; Composite material; Fermentation","score_opus":0.01779654063066213,"score_gpt":0.2681161522629357,"score_spread":0.2503196116322736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089795096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99576855,0.0012230783,0.0022998154,0.00013654742,0.00014638655,0.00014488454,0.00001740142,0.0000071162467,0.0002562097],"genre_scores_gemma":[0.99542093,0.00022627994,0.0028712656,0.000016434844,0.00011327187,0.0000044304625,0.000013797137,0.000015657755,0.0013179115],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984265,0.00010382536,0.000572385,0.00013659723,0.0005564092,0.00020430438],"domain_scores_gemma":[0.9991733,0.000098030854,0.00045105428,0.00014531656,0.000035398203,0.00009693344],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029493636,0.00012672858,0.00024317524,0.00014066865,0.00008079344,0.000026280866,0.00015278657,0.000051657295,0.0019687456],"category_scores_gemma":[0.000034173256,0.00010294346,0.0000942135,0.000083120874,0.00016726635,0.0007646293,0.00006029886,0.00013949146,0.00023752425],"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":[0.000041583146,0.00018799848,0.0005749909,0.000009175779,0.00002731434,0.000005277997,0.000054217773,0.000012542125,0.97902566,0.0000036479128,0.00027829976,0.01977928],"study_design_scores_gemma":[0.0002849538,0.00019764577,0.02222418,0.000026104517,0.000028680577,0.000088979315,0.000282271,0.000091218484,0.9764391,0.000082032086,0.00016044405,0.00009436315],"about_ca_topic_score_codex":0.000027291808,"about_ca_topic_score_gemma":0.0000023749992,"teacher_disagreement_score":0.021649191,"about_ca_system_score_codex":0.00015769583,"about_ca_system_score_gemma":0.00001934907,"threshold_uncertainty_score":0.99894357},"labels":[],"label_agreement":null},{"id":"W2090445578","doi":"10.1007/s10924-011-0368-3","title":"The Effect of Polymeric Chain Extenders on Physical Properties of Thermoplastic Starch and Polylactic Acid Blends","year":2011,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":55,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Manitoba; Agriculture and Agri-Food Canada","funders":"","keywords":"Materials science; Polylactic acid; Ultimate tensile strength; Thermoplastic; Composite material; Extrusion; Surface energy; Extender; Glass transition; Elongation; Starch; Polymer; Organic chemistry","score_opus":0.017814279507873,"score_gpt":0.20176917530257668,"score_spread":0.18395489579470367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090445578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764862,0.02296181,0.000025046807,0.0000903754,0.00019546764,0.00009901806,0.000011538617,0.0000042390607,0.00012631825],"genre_scores_gemma":[0.9995068,0.00027524104,0.000026897815,0.000012882149,0.000052687436,0.0000053653243,5.101852e-7,0.000018561519,0.00010106163],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983922,0.0003113167,0.00046687326,0.00014823802,0.00047350157,0.0002078475],"domain_scores_gemma":[0.9989399,0.00017457233,0.00060570764,0.00019864234,0.00000877371,0.00007243877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046554356,0.00019168777,0.00034206375,0.00009559576,0.00014681318,0.000021433103,0.00022995374,0.00004686407,0.000086051594],"category_scores_gemma":[0.000034843833,0.00009950542,0.000115165465,0.000065090695,0.0005797799,0.00025535375,0.000052051473,0.00013396647,0.000005146043],"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":[0.0017067909,0.000117244585,0.0007881356,0.00003797955,0.000050714658,0.0000013215844,0.0010463197,4.0279568e-7,0.9388484,0.000049231323,0.0000032422786,0.057350248],"study_design_scores_gemma":[0.0003952759,0.0028015906,0.0042851553,0.00008735545,0.00010607863,0.000030398243,0.00072553626,0.00005317728,0.9913774,0.000027272645,0.0000053538784,0.000105384985],"about_ca_topic_score_codex":0.00008577214,"about_ca_topic_score_gemma":0.0000022699207,"teacher_disagreement_score":0.057244863,"about_ca_system_score_codex":0.000033694,"about_ca_system_score_gemma":0.000027873604,"threshold_uncertainty_score":0.40577134},"labels":[],"label_agreement":null},{"id":"W2092636157","doi":"10.1007/s10924-010-0225-9","title":"Influence of Hygrothermal Ageing on the Physico-Mechanical Properties of Alkali Treated Industrial Hemp Fibre Reinforced Polylactic Acid Composites","year":2010,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Materials science; Polylactic acid; Composite material; Flexural strength; Ultimate tensile strength; Crystallinity; Distilled water; Ageing; Flexural modulus; Polymer","score_opus":0.015142422011312094,"score_gpt":0.20739473802373898,"score_spread":0.19225231601242687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092636157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992109,0.00011416952,0.000013377651,0.00023865473,0.00014211377,0.00021536631,0.000018179142,0.000009282436,0.000037975817],"genre_scores_gemma":[0.9995579,0.0000080117725,0.00010756097,0.00007144449,0.000121896424,0.0000030363228,0.000005282962,0.000018041594,0.00010682147],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99820274,0.000112674556,0.000731527,0.00013976343,0.0006204864,0.00019279125],"domain_scores_gemma":[0.9984222,0.00013067208,0.0010782382,0.00026619426,0.000029352359,0.000073357856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002723748,0.00019865239,0.0003226687,0.00011142424,0.00010836443,0.000040700594,0.00041240122,0.00012099079,0.00014944367],"category_scores_gemma":[0.00006274189,0.00012531447,0.00014879074,0.00012538956,0.00026126468,0.0006724694,0.0000800358,0.00042914148,0.000014080018],"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":[0.0005372688,0.000052926738,0.00016209883,0.0000103746315,0.000035727135,0.0000040733676,0.00011814742,0.0006125777,0.9976348,0.00021566864,0.000008699978,0.0006076052],"study_design_scores_gemma":[0.0006755556,0.00048643578,0.001627113,0.00014030618,0.00006034047,0.00005933264,0.000064378364,0.0002625898,0.9964698,0.000019589668,0.000007447328,0.00012711588],"about_ca_topic_score_codex":0.00007099977,"about_ca_topic_score_gemma":0.0000012883913,"teacher_disagreement_score":0.0014650142,"about_ca_system_score_codex":0.000053962656,"about_ca_system_score_gemma":0.000033699187,"threshold_uncertainty_score":0.5110176},"labels":[],"label_agreement":null},{"id":"W2128870747","doi":"10.1007/s10924-013-0578-y","title":"A New Biodegradable Injection Moulded Bioplastic from Modified Soy Meal and Poly (butylene adipate-co-terephthalate): Effect of Plasticizer and Denaturant","year":2013,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Plasticizer; Materials science; Soy protein; Adipate; Bioplastic; Extrusion; Glycerol; Soybean meal; Transesterification; Fourier transform infrared spectroscopy; Food science; Composite material; Chemical engineering; Organic chemistry; Chemistry; Waste management","score_opus":0.008701057018207968,"score_gpt":0.19950462592791665,"score_spread":0.19080356890970868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128870747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645062,0.03399598,0.0007835477,0.00012182297,0.0003227414,0.00017017266,0.00006097913,0.000011951421,0.000026611784],"genre_scores_gemma":[0.99840623,0.00040057488,0.00078545575,0.000025452664,0.000108461005,0.0000062773156,0.0000138050855,0.000025531877,0.00022820407],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99814886,0.0001966148,0.00067174016,0.00028448453,0.00043253382,0.00026576035],"domain_scores_gemma":[0.9987428,0.0002642072,0.0005955777,0.0001619504,0.000013417699,0.00022199939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002551165,0.00029447113,0.00049949734,0.00016045915,0.00013745567,0.00012428469,0.00014748205,0.00015845911,0.00060811813],"category_scores_gemma":[0.000032361044,0.0002012105,0.000089348505,0.00007030267,0.00018424791,0.00080794934,0.000059493676,0.00017948734,0.000024875482],"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":[0.00052031735,0.000056155033,0.0049618497,0.000026499283,0.000059092916,0.0000032421322,0.00017979516,0.000003218695,0.9500577,0.0000053963054,0.00011164702,0.044015124],"study_design_scores_gemma":[0.0013101139,0.00088954816,0.021562763,0.00010242431,0.00019826545,0.00015114652,0.00011148133,0.0005652725,0.9748054,0.000078916986,0.0000131288025,0.00021155363],"about_ca_topic_score_codex":0.0026537566,"about_ca_topic_score_gemma":0.00001378984,"teacher_disagreement_score":0.04380357,"about_ca_system_score_codex":0.00005755993,"about_ca_system_score_gemma":0.000030713287,"threshold_uncertainty_score":0.8205126},"labels":[],"label_agreement":null},{"id":"W2147714935","doi":"10.1007/s10924-011-0336-y","title":"Preparation and Thermo-Mechanical Characterization of Chitosan Loaded Methylcellulose-Based Biodegradable Films: Effects of Gamma Radiation","year":2011,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Institut National de la Recherche Scientifique","funders":"","keywords":"Chitosan; Materials science; Scanning electron microscope; Fourier transform infrared spectroscopy; Nuclear chemistry; Casting; Composite material; Chemical engineering","score_opus":0.00878161932240048,"score_gpt":0.20911462981334597,"score_spread":0.20033301049094548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147714935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951452,0.00039669106,0.0038375955,0.000018839712,0.00026170028,0.00025527942,0.00002921751,0.000008655862,0.000046834284],"genre_scores_gemma":[0.9976615,0.000049988972,0.0021490452,0.00001617569,0.000037307484,0.000004420311,0.00004992125,0.00001837195,0.000013308045],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99843854,0.0001769337,0.000694669,0.000167546,0.00038257064,0.0001397571],"domain_scores_gemma":[0.9983878,0.000070403985,0.0012891875,0.0001656771,0.000011500157,0.00007543805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018448988,0.000155746,0.00029985976,0.00020114318,0.000051539002,0.00001607284,0.00013830361,0.00009150208,0.00015055225],"category_scores_gemma":[0.000020226391,0.0001381839,0.00009148186,0.000112369824,0.00009610027,0.0005948927,0.000027877793,0.00008457665,0.0000027436772],"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":[0.00032643188,0.0002842807,0.0013108823,0.000062157575,0.000026064545,0.000002213273,0.00044494396,0.0000044022354,0.99351716,0.000041882347,0.000001454091,0.0039781127],"study_design_scores_gemma":[0.0009571168,0.0009437636,0.023277579,0.0000898942,0.00011373686,0.00001847808,0.00004973611,0.0003014664,0.9740999,0.000030112082,0.0000026453006,0.00011559012],"about_ca_topic_score_codex":0.0000204805,"about_ca_topic_score_gemma":3.2952468e-7,"teacher_disagreement_score":0.021966698,"about_ca_system_score_codex":0.000028463852,"about_ca_system_score_gemma":0.000029454006,"threshold_uncertainty_score":0.56349754},"labels":[],"label_agreement":null},{"id":"W2169504264","doi":"10.1007/s10924-015-0743-6","title":"Novel Biodegradable Cast Film from Carbon Dioxide Based Copolymer and Poly(Lactic Acid)","year":2015,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Extender; Materials science; Chemical engineering; Crystallization; Copolymer; Oxygen permeability; Lactic acid; Polymer; Oxygen; Polymer chemistry; Composite material; Polyurethane; Organic chemistry; Chemistry","score_opus":0.0262673654177147,"score_gpt":0.21074373448086078,"score_spread":0.18447636906314607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169504264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80982566,0.18703057,0.00088185514,0.0008031817,0.0009101084,0.00007940557,0.00016987376,0.000021601458,0.00027773328],"genre_scores_gemma":[0.9963669,0.000121192345,0.0022766415,0.00029119547,0.00029696964,0.000005170833,0.000019935707,0.000040298713,0.0005816571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977793,0.00015158647,0.0006731513,0.0003231714,0.0007256372,0.00034713498],"domain_scores_gemma":[0.9985988,0.00010132298,0.00061251473,0.0002986204,0.00002236925,0.00036638152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004535613,0.0003141333,0.0004530743,0.00016507186,0.0001401995,0.000120811244,0.0002702593,0.00014259445,0.00041592188],"category_scores_gemma":[0.000044576547,0.00024296329,0.00010904622,0.000100623554,0.00025856908,0.0006625781,0.00007895721,0.00020717658,0.000033050954],"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":[0.00032683453,0.0002344038,0.002796974,0.0000077246605,0.0000393728,0.000012058448,0.00022953542,9.4110305e-7,0.9737457,0.000008270078,0.00018305337,0.022415124],"study_design_scores_gemma":[0.0013057535,0.0002712534,0.0025629972,0.00006106374,0.00014815031,0.00011216547,0.00080427586,0.0005597457,0.99330163,0.000026096966,0.0005459477,0.00030090424],"about_ca_topic_score_codex":0.002206331,"about_ca_topic_score_gemma":0.000049461218,"teacher_disagreement_score":0.18690938,"about_ca_system_score_codex":0.00017082806,"about_ca_system_score_gemma":0.00011823289,"threshold_uncertainty_score":0.9907755},"labels":[],"label_agreement":null},{"id":"W2267648689","doi":"10.1007/s10924-016-0754-y","title":"Investigation of Biosurfactant Activity and Asphaltene Biodegradation by Bacillus cereus","year":2016,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bacillus cereus; Biodegradation; Asphaltene; Response surface methodology; Bacterial growth; Materials science; Chromatography; Food science; Bacteria; Chemistry; Organic chemistry; Biology","score_opus":0.009249654501468328,"score_gpt":0.1871060288706836,"score_spread":0.17785637436921525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267648689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980134,0.00024938252,0.0004257601,0.00088846893,0.00013290408,0.0001037074,0.000102540325,0.0000054945313,0.00007837677],"genre_scores_gemma":[0.9986488,0.0005746221,0.0003076008,0.00006923071,0.000023956823,5.3487355e-7,0.00001221681,0.000010443891,0.00035256284],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986776,0.00009656879,0.00046444987,0.00018051505,0.00043163143,0.00014920907],"domain_scores_gemma":[0.9989186,0.000055355707,0.0007568369,0.00012004616,0.00000659947,0.00014259608],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029956314,0.00014960954,0.00018811984,0.000066106935,0.00005527255,0.000013415322,0.00011717686,0.00008869122,0.0009819911],"category_scores_gemma":[0.00002588084,0.00010050361,0.000059667047,0.00011107883,0.00029931328,0.0007238783,0.00005985703,0.000072124385,0.000036915608],"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":[0.000061710074,0.00004801385,0.06441583,0.000002992082,0.000014897743,6.991574e-7,0.00005179555,4.1851902e-7,0.8853171,0.0000029672026,0.0005752875,0.04950831],"study_design_scores_gemma":[0.00063545123,0.0001792812,0.20416874,0.000018442614,0.000021933447,0.00001752256,0.000026534763,0.000014681338,0.7944433,0.000040974144,0.00032501537,0.00010813927],"about_ca_topic_score_codex":0.000059858536,"about_ca_topic_score_gemma":0.000011180263,"teacher_disagreement_score":0.13975291,"about_ca_system_score_codex":0.00019658344,"about_ca_system_score_gemma":0.000012162653,"threshold_uncertainty_score":0.9999313},"labels":[],"label_agreement":null},{"id":"W2268920333","doi":"10.1007/s10924-016-0752-0","title":"New Multi-Scale Hybrid System Based on Maple Wood Flour and Nano Crystalline Cellulose: Morphological, Mechanical and Physical Study","year":2016,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; ArboraNano","keywords":"Materials science; Composite material; Ultimate tensile strength; Polypropylene; Compression molding; Flexural strength; Wood flour; Maleic anhydride; Extrusion; Flexural modulus; Maple; Young's modulus; Compounding; Polymer","score_opus":0.010127428327623875,"score_gpt":0.21663101886047081,"score_spread":0.20650359053284695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268920333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899413,0.00018281357,0.009245774,0.00024012152,0.00012792963,0.000207031,0.000027594186,0.00001774182,0.000009673335],"genre_scores_gemma":[0.9962036,0.000010254146,0.003181294,0.000045549827,0.00013206113,0.0000024334774,0.0000033665328,0.000015902626,0.00040556077],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985843,0.00012737354,0.00039471826,0.0002564488,0.000453324,0.00018383736],"domain_scores_gemma":[0.9992016,0.00012202428,0.00030553737,0.00016004572,0.000007995202,0.00020281518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021600552,0.00019107573,0.00028583655,0.000078681536,0.000083037965,0.0000604101,0.00015732624,0.00004761463,0.00010593908],"category_scores_gemma":[0.000011819913,0.00011461756,0.00006550977,0.000038946753,0.000064568114,0.00030852767,0.000086041175,0.000117168194,0.000026993459],"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":[0.00020797699,0.00025504932,0.00025675877,0.0000060806306,0.000011188305,0.000036679114,0.000033041757,0.000013399794,0.9965783,0.000014932913,0.00004128121,0.0025453435],"study_design_scores_gemma":[0.0026570777,0.0014819884,0.0026806272,0.00006873584,0.000069098256,0.0002174022,0.0001314136,0.0019230072,0.99055445,0.000022002596,0.00002343697,0.00017074881],"about_ca_topic_score_codex":0.00001179796,"about_ca_topic_score_gemma":8.1040645e-7,"teacher_disagreement_score":0.0062622563,"about_ca_system_score_codex":0.0001219572,"about_ca_system_score_gemma":0.000013893054,"threshold_uncertainty_score":0.46739683},"labels":[],"label_agreement":null},{"id":"W2401985619","doi":"10.1007/s10924-016-0772-9","title":"Stability of Aqueous Suspensions of Medium-Chain-Length Poly-3-Hydroxyalkanoate Particles","year":2016,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Aqueous solution; Polymer; Agglomerate; Suspension (topology); Chemical engineering; Zeta potential; Nanoparticle; Particle (ecology); Particle size; Acetone; Polymer chemistry; Nanotechnology; Composite material; Organic chemistry; Chemistry","score_opus":0.02019447344603217,"score_gpt":0.20892805102127918,"score_spread":0.188733577575247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401985619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853052,0.01300005,0.00035029554,0.00083605194,0.0002842331,0.000075237294,0.0000714255,0.0000069268563,0.000070606126],"genre_scores_gemma":[0.9988254,0.00051090075,0.00041077167,0.000029404013,0.00006204237,0.0000018664063,0.0000014061455,0.0000165426,0.00014166838],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99780554,0.00022317098,0.0009796252,0.0001750765,0.000582805,0.00023380759],"domain_scores_gemma":[0.99831903,0.00023018262,0.0009970793,0.00029475542,0.000030123605,0.00012885485],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006787201,0.00016684241,0.00040064985,0.00009813574,0.00007474064,0.000012682642,0.00025985562,0.00007813863,0.0015445028],"category_scores_gemma":[0.00008135983,0.000099096746,0.0001655098,0.00006933742,0.00044931305,0.00044335023,0.000073794545,0.0000741302,0.000019099038],"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":[0.0002026365,0.00026294903,0.0066304817,0.000013044039,0.00002952139,0.0000024278622,0.00022501503,2.4455815e-7,0.9339683,0.000058899663,0.00003216693,0.05857428],"study_design_scores_gemma":[0.00051081355,0.00032857986,0.010360829,0.00009697117,0.000071660426,0.000032817756,0.00034760387,0.000014887145,0.98786235,0.00016572232,0.00008510267,0.00012268615],"about_ca_topic_score_codex":0.00011789358,"about_ca_topic_score_gemma":0.00002158022,"teacher_disagreement_score":0.058451597,"about_ca_system_score_codex":0.00007335465,"about_ca_system_score_gemma":0.00006080009,"threshold_uncertainty_score":0.99936825},"labels":[],"label_agreement":null},{"id":"W2469293521","doi":"10.1007/s10924-016-0750-2","title":"Photochemical Degradation of Aqueous Polyvinyl Alcohol in a Continuous UV/H2O2 Process: Experimental and Statistical Analysis","year":2016,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"TiO2 Photocatalysis and Solar Cells","field":"Energy","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyvinyl alcohol; Hydrogen peroxide; Aqueous solution; Materials science; Degradation (telecommunications); Response surface methodology; Wastewater; Chemical engineering; Box–Behnken design; Advanced oxidation process; Alcohol; Organic chemistry; Chromatography; Waste management; Composite material; Chemistry","score_opus":0.008461468390197274,"score_gpt":0.24051262302214763,"score_spread":0.23205115463195036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469293521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99660796,0.0012565745,0.0016481498,0.00007388572,0.00004260706,0.00014438125,0.00004864313,0.0000052245596,0.00017256413],"genre_scores_gemma":[0.9991279,0.00009582944,0.00034851834,0.00003719763,0.000039126924,0.000010460568,0.000044855227,0.000019655434,0.00027642585],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981047,0.00010866466,0.0008671657,0.0002383314,0.00047645607,0.00020468706],"domain_scores_gemma":[0.99897575,0.0001180956,0.0005874566,0.00016633436,0.00001962443,0.00013273617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002370265,0.00019115474,0.00048157005,0.0003586245,0.000035454745,0.000021545544,0.0001350346,0.00010873809,0.00056955783],"category_scores_gemma":[0.00004170956,0.0001405913,0.00015692228,0.00022321533,0.00014750603,0.00037781463,0.00003551422,0.0001231975,0.0000065097174],"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":[0.0002595352,0.00050334586,0.042158958,0.0000074559202,0.00027590658,0.00001760379,0.0002645677,0.000012820781,0.94487834,0.00014154323,0.000020140122,0.011459757],"study_design_scores_gemma":[0.0018893452,0.00027234995,0.037359092,0.00004144569,0.00037350514,0.000055417077,0.00088230567,0.0003033717,0.9584476,0.0001208575,0.000054604458,0.0002001124],"about_ca_topic_score_codex":0.00017483333,"about_ca_topic_score_gemma":0.000043944474,"teacher_disagreement_score":0.013569226,"about_ca_system_score_codex":0.000163717,"about_ca_system_score_gemma":0.000025300962,"threshold_uncertainty_score":0.6236259},"labels":[],"label_agreement":null},{"id":"W2511506018","doi":"10.1007/s10924-016-0828-x","title":"Biodegradable and Bio-based Green Blends from Carbon Dioxide-Derived Bioplastic and Poly(Butylene Succinate)","year":2016,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Carbon dioxide utilization in catalysis","field":"Chemical Engineering","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Research, Innovation and Science; Volkswagen Foundation","keywords":"Materials science; Bioplastic; Polybutylene succinate; Polymer; Composite material; Biodegradable polymer; Polyester; Propylene carbonate; Carbon dioxide; Ultimate tensile strength; Chemical engineering; Organic chemistry; Waste management","score_opus":0.006326851441762328,"score_gpt":0.1864433748068349,"score_spread":0.18011652336507258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511506018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99024874,0.004788295,0.0039658113,0.00063211535,0.00013923137,0.0000598362,0.000104107094,0.000025511266,0.00003637806],"genre_scores_gemma":[0.9987656,0.00033087464,0.0003418866,0.000045318626,0.0001095922,0.000003011177,0.000027341386,0.000038422862,0.00033796634],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985817,0.000042249027,0.0005301119,0.0002654649,0.00036516928,0.00021530755],"domain_scores_gemma":[0.9990164,0.00021836745,0.00035028334,0.0001996936,0.000013961558,0.00020128138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119454584,0.00023645133,0.0003142057,0.0002488266,0.0000450469,0.000023346116,0.00011827152,0.00011970005,0.00015396712],"category_scores_gemma":[0.000048344544,0.00017940676,0.00008852664,0.00012536717,0.00013817723,0.0002964836,0.000062257,0.00012222928,0.0000047454546],"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":[0.0000831562,0.000044754568,0.02789437,0.000010114508,0.00009277546,0.000009227205,0.00003768634,0.000009333675,0.957975,0.000016291302,0.0000052161704,0.0138220955],"study_design_scores_gemma":[0.0016674238,0.00008456378,0.023605473,0.00009621892,0.00019595891,0.00003700125,0.00008116193,0.0024878564,0.9713359,0.00008542493,0.000076871285,0.000246183],"about_ca_topic_score_codex":0.0002593197,"about_ca_topic_score_gemma":0.00001354406,"teacher_disagreement_score":0.013575912,"about_ca_system_score_codex":0.00018015639,"about_ca_system_score_gemma":0.000022176484,"threshold_uncertainty_score":0.7315995},"labels":[],"label_agreement":null},{"id":"W2521140608","doi":"10.1007/s10924-016-0837-9","title":"Effect of High Content of Deinking Paper Sludge (DPS) on the Reinforcement of HDPE","year":2016,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"High-density polyethylene; Materials science; Composite material; Flexural strength; Ultimate tensile strength; Ductility (Earth science); Izod impact strength test; Polyethylene; Crystallinity; Thermal stability; Extrusion; Creep","score_opus":0.011155697165379555,"score_gpt":0.21168310366007997,"score_spread":0.2005274064947004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521140608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99856687,0.00037803702,0.0002514127,0.00029093737,0.00021580882,0.00017535007,0.000017100741,0.0000026017642,0.0001018595],"genre_scores_gemma":[0.9994598,0.00007095855,0.00009638266,0.000053531665,0.00003907385,0.0000021439137,0.000002524518,0.000010147542,0.00026542315],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982312,0.0001480316,0.0007492716,0.000095656884,0.0006415843,0.00013429522],"domain_scores_gemma":[0.9980675,0.00044967947,0.001198533,0.00022115819,0.000019956582,0.00004316326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005765839,0.0001374156,0.00030614372,0.000089513436,0.000037400456,0.000007546922,0.00027299277,0.00004860872,0.00057972467],"category_scores_gemma":[0.00004665285,0.00006610106,0.00015251448,0.000053480482,0.00016084705,0.00032875058,0.00006505167,0.000079083045,0.000012216427],"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":[0.00047769287,0.00003108155,0.0006857173,0.000019798626,0.000039185416,0.0000010310367,0.000043082637,0.000050583436,0.9926246,0.00083756633,0.000029108118,0.0051605823],"study_design_scores_gemma":[0.0009118938,0.0015765198,0.005648723,0.00022904316,0.00006479855,0.000013162954,0.00002262007,0.0000071997606,0.9913562,0.00007826035,0.000021834629,0.000069732094],"about_ca_topic_score_codex":0.000035974677,"about_ca_topic_score_gemma":4.3173804e-7,"teacher_disagreement_score":0.00509085,"about_ca_system_score_codex":0.000101322796,"about_ca_system_score_gemma":0.000011712718,"threshold_uncertainty_score":0.6347578},"labels":[],"label_agreement":null},{"id":"W2529851299","doi":"10.1007/s10924-016-0853-9","title":"Phosphogypsum Waste Used as Reinforcing Fillers in Polypropylene Based Composites: Structural, Mechanical and Thermal Properties","year":2016,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Moroccan Foundation for Advanced Science, Innovation and Research","keywords":"Materials science; Phosphogypsum; Polypropylene; Composite material; Ultimate tensile strength; Extrusion; Thermal stability; Molding (decorative); Filler (materials); Raw material; Polymer; Composite number; Chemical engineering","score_opus":0.0145944292230942,"score_gpt":0.1974765307742937,"score_spread":0.1828821015511995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529851299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905377,0.0076970947,0.00011267277,0.00127371,0.00021766005,0.00010420358,0.000015637637,0.000009913638,0.0000314167],"genre_scores_gemma":[0.9989378,0.00013810916,0.00039016368,0.00014819718,0.000066676876,0.0000042861698,0.0000016687632,0.000021321504,0.00029179305],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837065,0.00014490118,0.0005830251,0.0002069551,0.00042895312,0.0002655404],"domain_scores_gemma":[0.9992697,0.0000796051,0.00036426022,0.00016093085,0.000009178371,0.00011633007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034173008,0.00020579169,0.0002929293,0.00012824008,0.00012854284,0.00007215644,0.00019686921,0.0000912258,0.00069500593],"category_scores_gemma":[0.00002426229,0.000113969494,0.000077382654,0.000052314434,0.00019696524,0.0007336061,0.000060233124,0.00011031769,0.000019818786],"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":[0.00041396572,0.000034766665,0.0012150414,0.000010904639,0.000012806475,0.000007029026,0.00014243483,0.0000091897555,0.973623,0.000026125661,0.000010594902,0.024494153],"study_design_scores_gemma":[0.0010457165,0.00034672348,0.001658577,0.00021171883,0.00002825472,0.000046650974,0.0003424377,0.0006041189,0.9954686,0.000020757117,0.000036679514,0.00018973142],"about_ca_topic_score_codex":0.00013741614,"about_ca_topic_score_gemma":0.000010055765,"teacher_disagreement_score":0.02430442,"about_ca_system_score_codex":0.00011281198,"about_ca_system_score_gemma":0.000045008495,"threshold_uncertainty_score":0.76098275},"labels":[],"label_agreement":null},{"id":"W2531552365","doi":"10.1007/s10924-016-0860-x","title":"Compatibilization of PLA/PEBA Blends via Reactive Extrusion: A Comparison of Different Coupling Agents","year":2016,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cegep de Thetford","funders":"","keywords":"Materials science; Compatibilization; Extrusion; Coupling (piping); Reactive extrusion; Composite material; Chemical engineering; Polymer blend; Polymer; Copolymer","score_opus":0.029223391495730302,"score_gpt":0.25003985246583066,"score_spread":0.22081646097010035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531552365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99090326,0.00435384,0.004071591,0.00011922554,0.00034860027,0.000085612286,0.000045080968,0.000005160783,0.000067631016],"genre_scores_gemma":[0.99934053,0.00016586256,0.00021792662,0.000010611113,0.0000572943,0.0000020814991,0.0000049267037,0.000017916067,0.00018286059],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980039,0.00009737428,0.0009797529,0.00016648463,0.00059562374,0.00015689203],"domain_scores_gemma":[0.99808335,0.00010710033,0.0015045718,0.00019797316,0.00002898737,0.00007800232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002719045,0.00016973901,0.0004516728,0.00013212046,0.00006621659,0.000012684745,0.00020596352,0.00007660924,0.0008363668],"category_scores_gemma":[0.00002010821,0.00010232362,0.00012383997,0.000059925253,0.00018811028,0.00041782952,0.000059975937,0.000070038746,0.000011973945],"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":[0.00028927557,0.00038531228,0.01797039,0.00002310826,0.000033878554,6.58705e-7,0.00043792857,0.000006677936,0.952196,0.00002837787,0.00004382575,0.02858459],"study_design_scores_gemma":[0.00057261996,0.00038325193,0.017880911,0.00022190386,0.00008192463,0.000010476163,0.0004719486,0.00046489012,0.97968215,0.000082331426,0.00002791817,0.00011969291],"about_ca_topic_score_codex":0.00003752036,"about_ca_topic_score_gemma":0.00000587873,"teacher_disagreement_score":0.028464898,"about_ca_system_score_codex":0.00010302805,"about_ca_system_score_gemma":0.000021115593,"threshold_uncertainty_score":0.91576296},"labels":[],"label_agreement":null},{"id":"W2564905062","doi":"10.1007/s10924-016-0919-8","title":"Synthesis and Properties Modified Feather Keratin-Based Motor Oil Sorbing Cryogels with High Oil Holding Capacity","year":2016,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Dyeing and Modifying Textile Fibers","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Glutaraldehyde; Materials science; Sorption; Oleic acid; Keratin; Fourier transform infrared spectroscopy; Copolymer; Chemical engineering; Absorption capacity; Acrylic acid; Polypropylene; Nuclear chemistry; Adsorption; Composite material; Chromatography; Organic chemistry; Polymer; Chemistry; Biochemistry","score_opus":0.015801737653886285,"score_gpt":0.1675247428175774,"score_spread":0.1517230051636911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564905062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968031,0.00043232364,0.0022098436,0.00018323628,0.00012982648,0.000022256057,0.000015397276,0.00003856669,0.00016545407],"genre_scores_gemma":[0.99782985,0.00014718862,0.0010483842,0.000022208904,0.00008069528,0.000007988962,9.4209213e-7,0.000041361945,0.00082139304],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991398,0.00003851202,0.00025792327,0.00012243293,0.00026153852,0.00017983207],"domain_scores_gemma":[0.99957705,0.000071879425,0.00013459801,0.000118626725,0.000005567257,0.00009229039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013881392,0.00017603293,0.00019271819,0.00011142804,0.00008865774,0.000046793775,0.00008102846,0.000060830353,0.000038015554],"category_scores_gemma":[0.000015726888,0.0001113775,0.00005185594,0.000032357377,0.000110506284,0.00034649257,0.000010847775,0.000107569744,0.0000041533076],"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":[0.00007843939,0.000040602812,0.00054362294,0.000040458526,0.000078132995,0.000005723289,0.00014832134,0.001672817,0.9111863,0.000016432352,0.000020917421,0.08616827],"study_design_scores_gemma":[0.0010106688,0.00012548747,0.0037780465,0.0005913139,0.00009787572,0.000054096145,0.00009130293,0.002943567,0.9909521,0.000012231333,0.0000661159,0.00027721204],"about_ca_topic_score_codex":0.000016639386,"about_ca_topic_score_gemma":0.0000019767492,"teacher_disagreement_score":0.08589105,"about_ca_system_score_codex":0.00017039351,"about_ca_system_score_gemma":0.000011970723,"threshold_uncertainty_score":0.45418423},"labels":[],"label_agreement":null},{"id":"W2589568427","doi":"10.1007/s10924-017-0967-8","title":"Interactive Influence of Biofiber Composition and Elastomer on Physico-Mechanical Properties of PLA Green Composites","year":2017,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Hemicellulose; Composite material; Biocomposite; Absorption of water; Ultimate tensile strength; Cellulose; Fiber; Molding (decorative); Polylactic acid; Flexural strength; Izod impact strength test; Lignin; Composite number; Polymer; Chemical engineering","score_opus":0.010838611816081282,"score_gpt":0.2270954621719062,"score_spread":0.21625685035582493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589568427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993276,0.00023875898,0.000029360046,0.00013965451,0.000091885566,0.00010372859,0.000026029982,0.0000034207562,0.000039560568],"genre_scores_gemma":[0.9994939,0.000028481558,0.0003435809,0.00003276411,0.00004151673,0.0000011955211,0.0000032481605,0.000009556089,0.00004574877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988791,0.000056881174,0.00044968317,0.00012481502,0.00038410342,0.000105454135],"domain_scores_gemma":[0.9985044,0.00005648865,0.0011533872,0.00020027682,0.000029661222,0.000055799246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011635736,0.00013405789,0.00027085238,0.000100252815,0.00011883845,0.000044045635,0.00025386037,0.00005193129,0.000024688636],"category_scores_gemma":[0.000011868536,0.000101821584,0.00007311543,0.000023141689,0.00029197393,0.0010048286,0.00011314904,0.00013824413,0.000008596467],"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":[0.0005183069,0.000110312576,0.00072192226,0.000022267888,0.00003216157,0.0000018369155,0.00014395404,0.00009584028,0.99689436,0.00008152052,0.0000035756332,0.0013739333],"study_design_scores_gemma":[0.00050221395,0.0004530155,0.03149512,0.00026610988,0.000047338428,0.000044271223,0.0000482489,0.00010854764,0.9668851,0.000050328184,0.000003738477,0.000095968375],"about_ca_topic_score_codex":0.00006624013,"about_ca_topic_score_gemma":9.644498e-7,"teacher_disagreement_score":0.0307732,"about_ca_system_score_codex":0.00005528207,"about_ca_system_score_gemma":0.000009658785,"threshold_uncertainty_score":0.41521636},"labels":[],"label_agreement":null},{"id":"W2605291414","doi":"10.1007/s10924-017-1011-8","title":"Determination of In Situ Esterification Parameters of Citric Acid-Glycerol Based Polymers for Wood Impregnation","year":2017,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"Lignin and Wood Chemistry","field":"Engineering","cited_by":72,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada; University of Bath; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Citric acid; Materials science; Polymer; Chemical engineering; Thermal stability; Glycerol; Catalysis; Fourier transform infrared spectroscopy; Thermogravimetric analysis; Glass transition; Solvent; Organic chemistry; Polymer chemistry; Composite material; Chemistry","score_opus":0.011855911507689353,"score_gpt":0.22085599299186842,"score_spread":0.20900008148417906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605291414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929591,0.0003871639,0.0061306115,0.000052133248,0.00015273875,0.0001314615,0.000024455338,0.0000047300814,0.0001576317],"genre_scores_gemma":[0.9975349,0.00006750606,0.002284222,0.0000057971215,0.000027368933,0.0000070610126,0.000029185036,0.000016134603,0.000027860253],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990947,0.000015010246,0.0005043784,0.00007986664,0.00020895082,0.00009706831],"domain_scores_gemma":[0.9990597,0.00003986008,0.0006681776,0.00018170722,0.000012779058,0.00003781424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014380076,0.000103336955,0.00018195718,0.00017552823,0.000032046628,0.00001619677,0.00016684456,0.00008495136,0.0000065349805],"category_scores_gemma":[0.000023480474,0.00010687083,0.00009766897,0.000041387702,0.00005251731,0.00040643127,0.000009190086,0.00007396959,3.6495268e-7],"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":[0.00003925893,0.00007592095,0.002507905,0.000066934044,0.00001669902,4.6952346e-7,0.00006852716,0.00009987035,0.9596736,0.0000027500676,0.000010114718,0.037437994],"study_design_scores_gemma":[0.0011642048,0.00010529008,0.023291491,0.00006904695,0.000044259163,0.0000040334107,0.00009181944,0.0038722958,0.9712424,0.00002511121,0.0000039138317,0.00008611106],"about_ca_topic_score_codex":0.000005594481,"about_ca_topic_score_gemma":0.0000025282243,"teacher_disagreement_score":0.037351884,"about_ca_system_score_codex":0.000106379644,"about_ca_system_score_gemma":0.000014795961,"threshold_uncertainty_score":0.43580657},"labels":[],"label_agreement":null},{"id":"W2606823097","doi":"10.1007/s10924-017-1015-4","title":"Improvement of Impact Toughness of Biodegradable Poly(butylene succinate) by Melt Blending with Sustainable Biobased Glycerol Elastomers","year":2017,"lang":"en","type":"article","venue":"Journal of environmental polymer degradation","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Ontario Ministry of Economic Development and Innovation; Natural Sciences and Engineering Research Council of Canada; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Materials science; Izod impact strength test; Polybutylene succinate; Glycerol; Toughness; Elongation; Elastomer; Composite material; Composite number; Polyester; Scanning electron microscope; Copolymer; Toughening; Rheology; Chemical engineering; Phase (matter); Polymer; Ultimate tensile strength; Organic chemistry","score_opus":0.008343002114424751,"score_gpt":0.22187266524984908,"score_spread":0.21352966313542432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606823097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98488444,0.013672088,0.00040994713,0.00027814845,0.0001870982,0.00018371026,0.00020047385,0.0000074284035,0.00017669222],"genre_scores_gemma":[0.9979549,0.00032687423,0.00037253593,0.000019858982,0.000048767244,0.000006081472,0.000012528654,0.000035764297,0.001222697],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974659,0.00008562169,0.0009013999,0.00027380875,0.00078839256,0.00048488745],"domain_scores_gemma":[0.99675876,0.00005630753,0.0024070845,0.0005453343,0.000059070902,0.00017342194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006711569,0.0003287094,0.000631582,0.00021998196,0.00040048006,0.00012457771,0.0006324384,0.000109859684,0.0005649938],"category_scores_gemma":[0.00002743879,0.00022079117,0.00021178876,0.00009147282,0.00043971135,0.0013614325,0.00012278183,0.00014977426,0.0000052144064],"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":[0.0010296921,0.0003825413,0.009267516,0.000085714586,0.00012860482,0.0000084985195,0.00012910139,0.000004472687,0.96544313,0.000026874353,0.00015546072,0.023338405],"study_design_scores_gemma":[0.0014028067,0.0015826459,0.0046917787,0.00012851042,0.00016988894,0.000032338972,0.0012925706,0.000035868827,0.9902443,0.000022346805,0.0001446523,0.00025227675],"about_ca_topic_score_codex":0.0024423813,"about_ca_topic_score_gemma":0.000011593281,"teacher_disagreement_score":0.024801197,"about_ca_system_score_codex":0.00024997746,"about_ca_system_score_gemma":0.00012815927,"threshold_uncertainty_score":0.9003603},"labels":[],"label_agreement":null}]}