{"meta":{"query_hash":"9dd16157210b","filters":{"venue":"Current Opinion in Green and Sustainable Chemistry"},"cohort_total":18,"direct_labels_cover":0,"predictions_cover":18,"exported":18,"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/9dd16157210b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Current+Opinion+in+Green+and+Sustainable+Chemistry"},"results":[{"id":"W2514623948","doi":"10.1016/j.cogsc.2016.08.005","title":"Thermal processing of algal biomass for biofuel production","year":2016,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Algal biology and biofuel production","field":"Energy","cited_by":16,"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 Alberta","funders":"","keywords":"Biomass (ecology); Renewable energy; Biofuel; Environmental science; Arable land; Fossil fuel; Algae; Renewable fuels; Photosynthetic efficiency; Photosynthesis; Waste management; Biochemical engineering; Pulp and paper industry; Ecology; Engineering; Agriculture; Biology; Botany","score_opus":0.02416105817481743,"score_gpt":0.28313152057553326,"score_spread":0.2589704624007158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514623948","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5874295,0.27669463,0.071485795,0.015161004,0.0071608233,0.00015457705,0.00050088455,0.00022230222,0.041190498],"genre_scores_gemma":[0.79646003,0.15433985,0.013170841,0.0020988577,0.0020488792,0.00008463447,0.0007086209,0.00015863487,0.030929543],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984574,0.000023039536,0.000006804236,0.000034321343,0.000054451564,0.000035617424],"domain_scores_gemma":[0.9998944,0.000030824223,0.000019574765,0.000011897108,0.000030027306,0.000013306403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043405147,0.0004568149,0.00040725933,0.00021096451,0.0002463688,0.00085631385,0.0004463324,0.00071423117,0.004593835],"category_scores_gemma":[0.00024118034,0.00017918389,0.0005819058,0.00030541443,0.00067599776,0.0012501809,0.00043416818,0.0011143989,0.0013754325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011286588,0.000056771525,0.00027766364,0.000878663,0.000030826548,0.000091435315,0.000059449656,0.0008888763,0.9588977,0.0033535557,0.0012933012,0.034058854],"study_design_scores_gemma":[0.000018901621,0.00024248751,0.0030786272,0.00010919048,0.000044622462,0.0002716897,0.00027997288,0.0026920917,0.9293721,0.005323646,0.058535237,0.000031408763],"about_ca_topic_score_codex":0.00046735167,"about_ca_topic_score_gemma":0.0010182662,"teacher_disagreement_score":0.004593835,"about_ca_system_score_codex":0.00035584733,"about_ca_system_score_gemma":0.00035280857,"threshold_uncertainty_score":0.015367985},"labels":[],"label_agreement":null},{"id":"W2555978203","doi":"10.1016/j.cogsc.2016.11.001","title":"Brown to green and sustainable chemistry","year":2016,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":5,"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":"Chemistry; Environmental chemistry; Environmental ethics; Astrobiology; Philosophy; Physics","score_opus":0.00915554140115444,"score_gpt":0.2350018051737646,"score_spread":0.22584626377261016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555978203","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013870369,0.40355596,0.0025901909,0.390935,0.14669877,0.000026530028,0.00013676123,0.00012110679,0.0545487],"genre_scores_gemma":[0.038814228,0.5133459,0.0017242527,0.19643754,0.091446094,0.00008209675,0.00027602888,0.00018167892,0.15769215],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989887,0.00021870727,0.0000600607,0.0002056986,0.00035517442,0.00017175978],"domain_scores_gemma":[0.9982913,0.00035414606,0.00011923882,0.000118897595,0.00063990295,0.00047651405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002393666,0.0007719366,0.00083739747,0.00063398434,0.0010152594,0.0034179287,0.0013251739,0.005594735,0.019875042],"category_scores_gemma":[0.0026029823,0.00024176169,0.0004923712,0.000841032,0.0050448733,0.007700572,0.0026726667,0.009681118,0.0078357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015491692,0.00009168506,0.00008565686,0.0020620872,0.000036838162,0.00008972276,0.00034681798,0.00015947592,0.005042862,0.14768349,0.63728154,0.20696497],"study_design_scores_gemma":[0.000009899721,0.000020687328,0.000060109214,0.000158795,0.000008848109,0.000022122522,0.00011566162,0.000039130267,0.0004268504,0.01799424,0.9811379,0.0000057090165],"about_ca_topic_score_codex":0.0019513699,"about_ca_topic_score_gemma":0.0028386388,"teacher_disagreement_score":0.019875042,"about_ca_system_score_codex":0.0023396704,"about_ca_system_score_gemma":0.003910941,"threshold_uncertainty_score":0.06648868},"labels":[],"label_agreement":null},{"id":"W2947307179","doi":"10.1016/j.cogsc.2019.05.004","title":"Water—the greenest solvent overall","year":2019,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":164,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre in Green Chemistry and Catalysis; McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Canada Foundation for Innovation; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; McGill University","keywords":"Solvent; Environmental science; Chemistry; Organic chemistry","score_opus":0.008345684921635425,"score_gpt":0.22534995165617658,"score_spread":0.21700426673454115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947307179","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038774756,0.743145,0.008307773,0.19564305,0.022287842,0.000020340198,0.00039736863,0.0002419307,0.026079228],"genre_scores_gemma":[0.05031795,0.8374338,0.004057103,0.056925163,0.0122209145,0.0000457481,0.00041930625,0.00016626203,0.038413823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991881,0.00013018353,0.000041446223,0.00020347908,0.00029406862,0.00014272238],"domain_scores_gemma":[0.9988225,0.00024236745,0.00016562169,0.000044793767,0.00046707658,0.0002575644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019931118,0.00078994886,0.0011391665,0.000740349,0.0006009472,0.0034731256,0.0013025356,0.002852643,0.007861674],"category_scores_gemma":[0.0014425658,0.00024231762,0.00044134297,0.0007633745,0.0029817882,0.008652232,0.0024758526,0.004286535,0.0033842642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034852375,0.00008698713,0.00052920793,0.0063732225,0.00015865885,0.00023981184,0.00018615002,0.0008095449,0.020479806,0.133181,0.29661673,0.54099035],"study_design_scores_gemma":[0.00001459403,0.00007954134,0.00014993752,0.00042534265,0.000035348,0.00009318795,0.00032914654,0.00018308098,0.0041814577,0.034745988,0.9597421,0.000020247879],"about_ca_topic_score_codex":0.0015978218,"about_ca_topic_score_gemma":0.0030520584,"teacher_disagreement_score":0.007861674,"about_ca_system_score_codex":0.0016510605,"about_ca_system_score_gemma":0.0024869177,"threshold_uncertainty_score":0.026299894},"labels":[],"label_agreement":null},{"id":"W2969197568","doi":"10.1016/j.cogsc.2019.07.005","title":"Making next-generation biofuels and biocommodities a feasible reality","year":2019,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":22,"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 de Sherbrooke","funders":"Mitacs; Université de Sherbrooke","keywords":"Biofuel; Renewable energy; Biomass (ecology); Circular economy; Fossil fuel; Sustainability; Environmental economics; Natural resource economics; Lignocellulosic biomass; Biorefinery; Environmental science; Resource (disambiguation); Business; Waste management; Engineering; Computer science; Ecology; Economics","score_opus":0.07465409475879801,"score_gpt":0.2923002253287962,"score_spread":0.21764613056999815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969197568","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017226556,0.7003044,0.039333183,0.16388267,0.021263234,0.000046268044,0.00042809334,0.00025937677,0.057256274],"genre_scores_gemma":[0.08899255,0.8275986,0.021167943,0.026257906,0.009297697,0.00009758619,0.0006688346,0.00008047916,0.02583839],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999511,0.000050995906,0.000025007104,0.00010188997,0.00020006875,0.00011109166],"domain_scores_gemma":[0.9990356,0.00034148878,0.00014120025,0.000051631938,0.0002387958,0.00019127107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017261461,0.00076832075,0.00087254634,0.00040862506,0.0006303993,0.0032545603,0.0013145918,0.005215245,0.01069739],"category_scores_gemma":[0.0014375254,0.00025422208,0.0005559604,0.00053515047,0.0025246823,0.009611277,0.0017467511,0.0036725928,0.003852579],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042937693,0.00026929352,0.00069637515,0.005819076,0.000112694914,0.00071897334,0.0003063015,0.0033867143,0.11377746,0.32139188,0.11221842,0.4408734],"study_design_scores_gemma":[0.000016746346,0.00010994464,0.00023922755,0.00039934902,0.00003727306,0.0002367523,0.00046128145,0.00074295315,0.007370956,0.084097005,0.90626144,0.000027061367],"about_ca_topic_score_codex":0.0008244409,"about_ca_topic_score_gemma":0.0014849933,"teacher_disagreement_score":0.01069739,"about_ca_system_score_codex":0.001318661,"about_ca_system_score_gemma":0.0026925297,"threshold_uncertainty_score":0.03578633},"labels":[],"label_agreement":null},{"id":"W2996306164","doi":"10.1016/j.cogsc.2019.11.008","title":"Metal carbides, phosphides, and nitrides for biomass conversion","year":2019,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":42,"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 British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrodeoxygenation; Carbide; Catalysis; Nitride; Selectivity; Materials science; Metal; Chemical engineering; Adsorption; Inorganic chemistry; Nanoparticle; Metallurgy; Nanotechnology; Chemistry; Organic chemistry; Layer (electronics)","score_opus":0.012841487404577929,"score_gpt":0.24639305548328214,"score_spread":0.2335515680787042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996306164","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010961523,0.9551352,0.0039289757,0.007708277,0.0041496335,0.000031904718,0.00012946402,0.0000616848,0.017893303],"genre_scores_gemma":[0.08494694,0.87890327,0.003059227,0.002273391,0.003794894,0.00009346038,0.00029784517,0.000027506458,0.026603403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998683,0.000015028553,0.000010375126,0.000034930305,0.00004853993,0.000022853084],"domain_scores_gemma":[0.9999305,0.000023158998,0.000010204668,0.0000046386604,0.00002066683,0.0000108446575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004968035,0.00043822202,0.0005283376,0.0003569468,0.00017768718,0.0011549828,0.000816052,0.001584114,0.003946565],"category_scores_gemma":[0.00029606378,0.0002208709,0.00031540534,0.00044029372,0.000701553,0.001866225,0.000567979,0.0013518571,0.002141609],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000722555,0.0003046396,0.00031664036,0.012909175,0.00016306184,0.0006975874,0.0002221652,0.0029051662,0.28907806,0.10577246,0.06770996,0.5191986],"study_design_scores_gemma":[0.00008650349,0.00029968697,0.00036714843,0.00040586505,0.000064348096,0.0003730294,0.00012812801,0.0016064373,0.034475606,0.024539318,0.93762654,0.000027490581],"about_ca_topic_score_codex":0.00048442197,"about_ca_topic_score_gemma":0.0013134123,"teacher_disagreement_score":0.003946565,"about_ca_system_score_codex":0.0005650785,"about_ca_system_score_gemma":0.0004008615,"threshold_uncertainty_score":0.013202608},"labels":[],"label_agreement":null},{"id":"W3036152805","doi":"10.1016/j.cogsc.2020.100370","title":"Materials Acceleration Platforms: On the way to autonomous experimentation","year":2020,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":164,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute; Canadian Institute for Advanced Research; University of Toronto","funders":"Defense Advanced Research Projects Agency","keywords":"Computer science; Field (mathematics); Autonomy; Acceleration; Work (physics); Systems engineering; Data science; Human–computer interaction; Artificial intelligence; Engineering; Mechanical engineering","score_opus":0.04239210295592866,"score_gpt":0.31701705395993834,"score_spread":0.2746249510040097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036152805","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053178556,0.04971914,0.7174548,0.053445745,0.0064639742,0.00033585,0.0009018601,0.015923956,0.1025761],"genre_scores_gemma":[0.50590307,0.03381015,0.40205094,0.008499225,0.0018988776,0.00067793723,0.0018046286,0.002189481,0.043165665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99882513,0.0002211067,0.000029241626,0.0002021185,0.0005694317,0.0001529025],"domain_scores_gemma":[0.99824727,0.0007634321,0.00009346218,0.0003764903,0.00027133254,0.00024815122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022440637,0.000984869,0.0010722558,0.000501569,0.0005954014,0.0031451285,0.0029426953,0.0032607536,0.016346967],"category_scores_gemma":[0.0028801619,0.00048714218,0.00078246504,0.00039616067,0.0025966614,0.009814409,0.0038778968,0.0049669067,0.0047627455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064699235,0.00044243783,0.0010237476,0.0017856631,0.0001219555,0.00015726939,0.0004502134,0.019750189,0.14375353,0.39060858,0.07174158,0.36951792],"study_design_scores_gemma":[0.00015989835,0.0006867675,0.0007702868,0.0003687817,0.00005198417,0.0001631653,0.00031315832,0.0998127,0.077037044,0.27588537,0.54461914,0.0001317216],"about_ca_topic_score_codex":0.0005481207,"about_ca_topic_score_gemma":0.0006510023,"teacher_disagreement_score":0.016346967,"about_ca_system_score_codex":0.0006887672,"about_ca_system_score_gemma":0.0009457078,"threshold_uncertainty_score":0.05468601},"labels":[],"label_agreement":null},{"id":"W3084282199","doi":"10.1016/j.cogsc.2020.100396","title":"Sustainable biorefinery processes using renewable deep eutectic solvents","year":2020,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Catalysis for Biomass Conversion","field":"Engineering","cited_by":63,"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":"College of Environmental Science and Forestry, State University of New York; Korea Institute of Science and Technology","keywords":"Biorefinery; Biomass (ecology); Renewable energy; Biofuel; Lignocellulosic biomass; Deep eutectic solvent; Lignin; Biochemical engineering; Renewable resource; Environmental science; Environmentally friendly; Pulp and paper industry; Eutectic system; Waste management; Chemistry; Engineering; Organic chemistry; Ecology; Biology","score_opus":0.022989615815612763,"score_gpt":0.25198529455303503,"score_spread":0.22899567873742227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084282199","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029631017,0.8816427,0.020420553,0.022757325,0.010054664,0.000046694186,0.00040445357,0.00015954378,0.034883127],"genre_scores_gemma":[0.13082205,0.81795835,0.0056372657,0.0061673434,0.004871073,0.00007358946,0.0005982082,0.00007102519,0.033801008],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99968827,0.000027112275,0.000030572322,0.00007674148,0.00011542475,0.000061833765],"domain_scores_gemma":[0.9997129,0.00007306587,0.000047382593,0.000016532025,0.00011511957,0.000034973804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008445076,0.0005593107,0.0007120404,0.00031772195,0.00017927412,0.001951395,0.00076286215,0.0018344275,0.0037914682],"category_scores_gemma":[0.00037812188,0.0002229089,0.00035879886,0.00059675035,0.0008056854,0.0031072872,0.00066759024,0.0015659685,0.0029148795],"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":[0.00043376256,0.0001463458,0.0003710727,0.0059454385,0.00008670834,0.00037963415,0.00016103567,0.0012091193,0.45350268,0.02659477,0.023298109,0.48787132],"study_design_scores_gemma":[0.000050101247,0.00023035849,0.00077843847,0.000452531,0.00009626336,0.0003644137,0.00029300386,0.0012261259,0.09544847,0.012010541,0.88901293,0.000036762787],"about_ca_topic_score_codex":0.0005084884,"about_ca_topic_score_gemma":0.0012986901,"teacher_disagreement_score":0.0037914682,"about_ca_system_score_codex":0.00066676486,"about_ca_system_score_gemma":0.0006218401,"threshold_uncertainty_score":0.012683749},"labels":[],"label_agreement":null},{"id":"W3131862413","doi":"10.1016/j.cogsc.2021.100462","title":"Regulation of plastic from a circular economy perspective","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":181,"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":"Velux Fonden","keywords":"Plastic pollution; Circular economy; Perspective (graphical); Business; Environmental pollution; Pollution; Value (mathematics); Natural resource economics; Environmental planning; Economics; Environmental science; Environmental protection; Computer science; Ecology; Biology","score_opus":0.011016214609798632,"score_gpt":0.23473278684809518,"score_spread":0.22371657223829655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131862413","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037000276,0.042425495,0.1700486,0.24294062,0.004792428,0.00010590949,0.00043168725,0.00018922606,0.5020658],"genre_scores_gemma":[0.8827137,0.032815825,0.012313893,0.022540407,0.0041218125,0.0002641022,0.0001757695,0.00007694708,0.044977598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984261,0.00034821377,0.000046129044,0.00034950196,0.0005119295,0.00031810167],"domain_scores_gemma":[0.997127,0.0014358186,0.00029111138,0.00044326278,0.0004885754,0.00021432682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025265275,0.00043633816,0.0006110581,0.0007409609,0.0009579535,0.004642734,0.0020856548,0.005261249,0.013768909],"category_scores_gemma":[0.0037111824,0.0002797433,0.0010094364,0.0008308767,0.009011013,0.0059369816,0.002090205,0.003395899,0.0009238115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009459166,0.000017809818,0.00008089291,0.000062022984,0.000010551164,0.000034852477,0.000037588467,0.0022761354,0.00040185088,0.98842317,0.002252254,0.006393435],"study_design_scores_gemma":[0.0000073283795,0.000022040045,0.0003313031,0.00013560137,0.000009919147,0.000043704058,0.00014517564,0.0028706137,0.0004911298,0.91682863,0.0790999,0.000014600656],"about_ca_topic_score_codex":0.0035901638,"about_ca_topic_score_gemma":0.002287712,"teacher_disagreement_score":0.013768909,"about_ca_system_score_codex":0.0035245854,"about_ca_system_score_gemma":0.0030370178,"threshold_uncertainty_score":0.046061575},"labels":[],"label_agreement":null},{"id":"W3207118210","doi":"10.1016/j.cogsc.2021.100561","title":"Microbial synthesis of natural, semisynthetic, and new-to-nature tetrahydroisoquinoline alkaloids","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Chemical synthesis and alkaloids","field":"Chemistry","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Tetrahydroisoquinoline; Benzylisoquinoline; Total synthesis; Chemical space; Biochemical engineering; Antifungal; Isoquinoline; Natural product; Computational biology; Combinatorial chemistry; Chemistry; Biology; Drug discovery; Stereochemistry; Biochemistry; Engineering; Biosynthesis","score_opus":0.011877313941939596,"score_gpt":0.2614039339146735,"score_spread":0.2495266199727339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207118210","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9231136,0.028335815,0.026373863,0.000677618,0.0002468439,0.00011510045,0.0008543117,0.00028274138,0.020000083],"genre_scores_gemma":[0.9781627,0.008244479,0.008512476,0.00008789005,0.000023479168,0.000019789288,0.0004701585,0.000031550502,0.004447525],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99993,0.000011223963,0.0000056989143,0.000015008026,0.000023581775,0.000014416597],"domain_scores_gemma":[0.9999449,0.000010394938,0.000010888797,0.0000068828986,0.000013271918,0.000013738237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012474267,0.0002112624,0.00017965623,0.00011022256,0.00009546352,0.0003242593,0.00025360932,0.0002165736,0.0012265092],"category_scores_gemma":[0.00017862317,0.000081625265,0.00025761657,0.00009663098,0.00016711887,0.00035804493,0.00028591265,0.0004814005,0.00064521283],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000605653,0.00004812784,0.00012432634,0.00026069625,0.000011715227,0.00009948355,0.00004337949,0.00040446065,0.9858257,0.0016694381,0.00017951189,0.01127247],"study_design_scores_gemma":[0.000020645832,0.00042682438,0.00093491806,0.000037845333,0.0000219599,0.00036110292,0.00007152099,0.0017164218,0.9725696,0.0007747746,0.023048488,0.000015987463],"about_ca_topic_score_codex":0.00039649243,"about_ca_topic_score_gemma":0.0013417399,"teacher_disagreement_score":0.0012265092,"about_ca_system_score_codex":0.0003587811,"about_ca_system_score_gemma":0.00029988927,"threshold_uncertainty_score":0.004103124},"labels":[],"label_agreement":null},{"id":"W4207063741","doi":"10.1016/j.cogsc.2022.100594","title":"Advances in high-resolution printed transistors: The case of bio-sourced organic materials","year":2022,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Printed electronics; Electronics; Nanotechnology; Organic electronics; Transfer printing; Transistor; Materials science; 3D printing; Electrical engineering; Engineering","score_opus":0.011235127589597976,"score_gpt":0.24145099687252852,"score_spread":0.23021586928293056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207063741","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051122002,0.6826421,0.16336918,0.022724697,0.0032215035,0.000072395225,0.0003329758,0.0010356592,0.07547944],"genre_scores_gemma":[0.40075377,0.4567104,0.10890615,0.005841732,0.0031983866,0.00007864748,0.00035862564,0.0002590193,0.023893172],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949837,0.00007788243,0.000023489843,0.00011385458,0.00023046025,0.00005595475],"domain_scores_gemma":[0.9987984,0.0007958672,0.00008480887,0.00014186635,0.00012928146,0.000049772516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012909422,0.00058154936,0.0006056412,0.0004287885,0.00024524014,0.0026104169,0.001762305,0.002570725,0.0045663584],"category_scores_gemma":[0.0018241154,0.0004987044,0.00062607724,0.00042284373,0.0012549291,0.0044830996,0.00096027966,0.0028833065,0.0030613802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017032246,0.00017523456,0.00024373982,0.0060018892,0.000091737085,0.0020112526,0.0004967588,0.004559452,0.5995852,0.088097066,0.013007193,0.28556022],"study_design_scores_gemma":[0.000046036992,0.00041474964,0.0009152263,0.0005916966,0.00009678777,0.005063176,0.0003332238,0.013815219,0.45364583,0.045190647,0.47977626,0.0001110861],"about_ca_topic_score_codex":0.00020896817,"about_ca_topic_score_gemma":0.00043014108,"teacher_disagreement_score":0.0045663584,"about_ca_system_score_codex":0.0006072844,"about_ca_system_score_gemma":0.00024342355,"threshold_uncertainty_score":0.015276015},"labels":[],"label_agreement":null},{"id":"W4289830749","doi":"10.1016/j.cogsc.2022.100663","title":"Systems thinking, the molecular basis of sustainability and the planetary boundaries framework: Complementary core competencies for chemistry education","year":2022,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Chemistry and Chemical Engineering","field":"Environmental 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":"The King's University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Core competency; Sustainability; Core (optical fiber); Planetary boundaries; Chemistry education; Engineering ethics; Chemistry; Astrobiology; Engineering; Epistemology; Physics; Business; Philosophy; Biology; Ecology","score_opus":0.011212237820295618,"score_gpt":0.25282403999697495,"score_spread":0.24161180217667932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289830749","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038971666,0.11858988,0.079206176,0.49520183,0.0035264385,0.00007535493,0.00009079724,0.00015136201,0.26418647],"genre_scores_gemma":[0.8321686,0.08910321,0.04478413,0.019135093,0.0023397005,0.0001631121,0.000109771354,0.0000437089,0.012152756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99894327,0.000563799,0.00003552248,0.00008921813,0.0002461719,0.00012212909],"domain_scores_gemma":[0.99546707,0.0029520148,0.0002913713,0.00016292301,0.00029995973,0.0008265936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004281167,0.00031256277,0.00037563962,0.0007646566,0.0008726049,0.003661779,0.00085715303,0.0020902816,0.004981828],"category_scores_gemma":[0.003244504,0.000111693975,0.0003688478,0.0005460432,0.0104269,0.0050037014,0.002957578,0.004105897,0.0005053453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002025383,0.00007494029,0.00044116212,0.0006814163,0.000016453454,0.000053682383,0.0019713137,0.00066031533,0.000755862,0.9055609,0.0075646196,0.082199186],"study_design_scores_gemma":[0.000011000709,0.000028512746,0.0005189904,0.0004563578,0.000005711187,0.00006248883,0.0018601499,0.0007575971,0.00032257993,0.9306762,0.065291815,0.000008692225],"about_ca_topic_score_codex":0.0016874406,"about_ca_topic_score_gemma":0.0026064669,"teacher_disagreement_score":0.004981828,"about_ca_system_score_codex":0.002314951,"about_ca_system_score_gemma":0.01002019,"threshold_uncertainty_score":0.022641242},"labels":[],"label_agreement":null},{"id":"W4311318958","doi":"10.1016/j.cogsc.2022.100740","title":"Socio-economic parameters affect CO2 emissions and energy consumption – An analysis over the United Nations Countries","year":2022,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","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":"University of Ottawa","funders":"","keywords":"Greenhouse gas; Nexus (standard); Renewable energy; Public economics; Economics; Consumption (sociology); Natural resource economics; Sustainable development; Environmental economics; Diversification (marketing strategy); Economic growth; Development economics; Political science; Business; Engineering; Social science; Sociology","score_opus":0.02698890324369777,"score_gpt":0.25951600155520266,"score_spread":0.2325270983115049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311318958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900394,0.002942595,0.00024842157,0.0003710113,0.000030304545,0.000010677322,0.0014957062,0.000012156124,0.0048496663],"genre_scores_gemma":[0.995423,0.0016941694,0.00012846434,0.00004926976,0.000014047975,0.000008932674,0.0015792848,0.000009432921,0.0010934025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996082,0.00015949852,0.00001781852,0.00005245612,0.00006087367,0.000101099184],"domain_scores_gemma":[0.99904627,0.0003401535,0.00023992968,0.000058752736,0.0002203256,0.00009450735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009178773,0.000592213,0.00045749557,0.0014173257,0.00045634527,0.0012694679,0.0003646349,0.00051325274,0.0022733158],"category_scores_gemma":[0.0013360414,0.00031352916,0.0015034534,0.003734139,0.00053719676,0.0006823731,0.0007901107,0.0005266881,0.00028909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048141254,0.00013631146,0.95992666,0.00013778378,0.001188775,0.0008389988,0.00054922095,0.015464418,0.00063662103,0.0044783,0.0044321516,0.011729292],"study_design_scores_gemma":[0.00001494147,0.000071789946,0.987323,0.00008259893,0.00036260232,0.00013481209,0.0015218434,0.0044896696,0.00030112406,0.00044074567,0.005226281,0.000030694064],"about_ca_topic_score_codex":0.096476965,"about_ca_topic_score_gemma":0.086599685,"teacher_disagreement_score":0.096476965,"about_ca_system_score_codex":0.0009534059,"about_ca_system_score_gemma":0.0005608532,"threshold_uncertainty_score":0.19183081},"labels":[],"label_agreement":null},{"id":"W4312221935","doi":"10.1016/j.cogsc.2022.100747","title":"Sustainable process design for circular fashion: Advances in sustainable chemistry for textile waste valorisation","year":2022,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Research Grants Council, University Grants Committee","keywords":"Valorisation; Circular economy; Textile; Sustainability; Life-cycle assessment; Waste management; Engineering; Environmental science; Business; Production (economics); Economics; Ecology","score_opus":0.021410117368795892,"score_gpt":0.27339739713289746,"score_spread":0.25198727976410157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312221935","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11376862,0.43955186,0.35293216,0.014978787,0.0031487148,0.00022297686,0.0002187283,0.0006636644,0.07451462],"genre_scores_gemma":[0.48886406,0.36623615,0.107140355,0.0026651972,0.0008683537,0.00018354712,0.00034869276,0.0003572533,0.033336412],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937785,0.000100795005,0.000033771077,0.00013965707,0.00025323045,0.00009464354],"domain_scores_gemma":[0.99945956,0.00018504659,0.000077300465,0.00007500683,0.00016022177,0.00004280421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013801076,0.00068424374,0.0007963079,0.0004940618,0.00056933425,0.0028379287,0.0010920719,0.0014886715,0.0038740805],"category_scores_gemma":[0.0009453821,0.00032632376,0.0008603398,0.00096581713,0.0017502535,0.0040484658,0.0013424066,0.0026151428,0.0018549938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023462973,0.0005399361,0.0006378365,0.007103909,0.00008558177,0.00026448522,0.00066649716,0.015352197,0.3010064,0.233282,0.00755682,0.4332696],"study_design_scores_gemma":[0.000054203527,0.0010688867,0.0005907405,0.0005716334,0.00006839244,0.00041264726,0.0006381339,0.0284399,0.35344604,0.1183884,0.49617302,0.00014800913],"about_ca_topic_score_codex":0.00071628223,"about_ca_topic_score_gemma":0.0011710637,"teacher_disagreement_score":0.0038740805,"about_ca_system_score_codex":0.0015083409,"about_ca_system_score_gemma":0.0015195603,"threshold_uncertainty_score":0.012960136},"labels":[],"label_agreement":null},{"id":"W4321378685","doi":"10.1016/j.cogsc.2023.100791","title":"Editorial for current opinion in green and sustainable chemistry","year":2023,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Nanomaterial-based catalyst; Environmentally friendly; Nanotechnology; Nanomaterials; Green chemistry; Interface (matter); Catalysis; Biochemical engineering; Environmental science; Computer science; Materials science; Engineering; Chemistry; Nanoparticle; Ecology","score_opus":0.014340031614441959,"score_gpt":0.2718530408213952,"score_spread":0.25751300920695325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321378685","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000047915953,0.008865628,0.00009483126,0.029602537,0.95922315,0.000023085504,0.00006331351,0.000045133747,0.002034413],"genre_scores_gemma":[0.00055698183,0.005553906,0.00012444376,0.030229053,0.9511338,0.00003483463,0.000085866974,0.000043676664,0.012237439],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973254,0.00032795352,0.00033841748,0.0004599296,0.0011683016,0.00037999797],"domain_scores_gemma":[0.98936045,0.0030021183,0.0010124779,0.0003225647,0.00407169,0.0022306533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003446651,0.0029719889,0.0032818317,0.0031190577,0.0025209542,0.0053855022,0.0031882552,0.014013065,0.047774423],"category_scores_gemma":[0.011915145,0.0009457241,0.003090203,0.0013027691,0.0016745541,0.0033390662,0.0019677465,0.01431903,0.022621019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056241464,0.000015598742,0.000021351798,0.00026453764,0.00002375713,0.000113513626,0.000007796102,0.0000109060975,0.00013823905,0.00018051517,0.991954,0.007213384],"study_design_scores_gemma":[0.00011027787,0.000053972995,0.00031619903,0.00039563345,0.00009322567,0.00026335526,0.000022750832,0.0000625084,0.0001749851,0.000586679,0.9979048,0.000015645399],"about_ca_topic_score_codex":0.0010868354,"about_ca_topic_score_gemma":0.0023974665,"teacher_disagreement_score":0.047774423,"about_ca_system_score_codex":0.0024234843,"about_ca_system_score_gemma":0.0025937029,"threshold_uncertainty_score":0.15982139},"labels":[],"label_agreement":null},{"id":"W4322505899","doi":"10.1016/j.cogsc.2023.100795","title":"The universe of fluorinated polymers and polymeric substances and potential environmental impacts and concerns","year":2023,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Per- and polyfluoroalkyl substances research","field":"Environmental 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":"Carleton University; Environment and Climate Change Canada","funders":"National Institute of Environmental Health Sciences","keywords":"Polymer; Side chain; Chemistry; Environmental chemistry; Environmental science; Organic chemistry","score_opus":0.014528795355288358,"score_gpt":0.2755390007211221,"score_spread":0.26101020536583375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322505899","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007004464,0.9398951,0.0019889295,0.034973536,0.0017561014,0.000004508291,0.00008874864,0.000019512972,0.01426906],"genre_scores_gemma":[0.08303518,0.8914486,0.0017185519,0.012680887,0.006643641,0.000031036383,0.00009012197,0.0000146200455,0.00433732],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995129,0.00013292633,0.000019420411,0.00009976918,0.00016421164,0.00007077987],"domain_scores_gemma":[0.9988839,0.00066836627,0.00010200236,0.000057616882,0.00014932061,0.00013869582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016126988,0.00046830488,0.0007641001,0.00082132244,0.0008595134,0.0029863704,0.00090866536,0.0034207203,0.004123308],"category_scores_gemma":[0.0014177597,0.00019824052,0.00047281137,0.00083828764,0.00539697,0.007234712,0.0019102823,0.0028714356,0.000648427],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031638888,0.00014557157,0.0016097385,0.004161494,0.00007210881,0.0011042083,0.0014862672,0.0013655063,0.02477261,0.47767314,0.050220877,0.43707216],"study_design_scores_gemma":[0.000009391249,0.00010773596,0.0014764306,0.0008050807,0.000023162884,0.0008478286,0.0010634466,0.00037083068,0.0014936468,0.16956323,0.82421327,0.000025901794],"about_ca_topic_score_codex":0.0007913233,"about_ca_topic_score_gemma":0.0010548045,"teacher_disagreement_score":0.004123308,"about_ca_system_score_codex":0.0009890321,"about_ca_system_score_gemma":0.0014534364,"threshold_uncertainty_score":0.013793826},"labels":[],"label_agreement":null},{"id":"W4405962984","doi":"10.1016/j.cogsc.2024.100996","title":"Applying the principles of green chemistry to achieve a more sustainable polymer life cycle","year":2024,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Green chemistry; Chemistry; Biochemical engineering; Nanotechnology; Environmental economics; Natural resource economics; Engineering; Materials science; Economics; Organic chemistry; Catalysis","score_opus":0.012131205448541663,"score_gpt":0.2543965266914081,"score_spread":0.24226532124286645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405962984","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008038855,0.6965827,0.1664193,0.030796949,0.013227794,0.00025211892,0.00026146806,0.0006509575,0.08376991],"genre_scores_gemma":[0.079595566,0.7887219,0.07779155,0.016559945,0.0036413597,0.0005423497,0.00029624422,0.00039746828,0.032453585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99920964,0.00016252896,0.000042465144,0.000102423444,0.000359578,0.00012327863],"domain_scores_gemma":[0.9994609,0.0002485958,0.000049769824,0.000051020394,0.00014845098,0.000041269217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016951293,0.0009311683,0.0010515578,0.00083326444,0.0007508354,0.0020910248,0.0012902122,0.0021029017,0.0072747446],"category_scores_gemma":[0.0011033209,0.0006705767,0.0011051776,0.0006717969,0.0022354277,0.0049154526,0.0017882591,0.005329957,0.0033719395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058991827,0.00018075212,0.00026247825,0.014399716,0.00022288022,0.00059724017,0.0005467918,0.0076159304,0.07357221,0.4998424,0.05729609,0.34540462],"study_design_scores_gemma":[0.000011149956,0.000117301,0.00010649935,0.0007554384,0.000032142772,0.0002879533,0.00008920845,0.0012879506,0.023715626,0.07872609,0.8948335,0.000037128506],"about_ca_topic_score_codex":0.0006369824,"about_ca_topic_score_gemma":0.0011381637,"teacher_disagreement_score":0.0072747446,"about_ca_system_score_codex":0.0017906058,"about_ca_system_score_gemma":0.0016664435,"threshold_uncertainty_score":0.024336457},"labels":[],"label_agreement":null},{"id":"W4408039459","doi":"10.1016/j.cogsc.2025.101012","title":"On the linkages between preferential trade agreements and environmental policy","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":2,"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":"Environmental policy; International trade; Business; International economics; Economics; Natural resource economics","score_opus":0.04329077063725964,"score_gpt":0.2559368824456805,"score_spread":0.21264611180842088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408039459","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05099246,0.13559756,0.010475478,0.64103085,0.0033172297,0.00001733283,0.0007141295,0.00003502891,0.15781996],"genre_scores_gemma":[0.7988982,0.16088763,0.0014193824,0.020032056,0.008399019,0.0000392547,0.00026067218,0.000036807305,0.010026947],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985246,0.0007385928,0.000055816712,0.00025587028,0.00023190763,0.00019328512],"domain_scores_gemma":[0.9630996,0.030863125,0.0026071984,0.0009288152,0.0018900717,0.00061113824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055675353,0.0003492288,0.0006148052,0.00096704904,0.00084068865,0.005902568,0.0014327692,0.0058602467,0.026717398],"category_scores_gemma":[0.022763142,0.00024368687,0.00050756446,0.0025852814,0.0063704513,0.010424476,0.0018103601,0.00528189,0.0009874047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058061574,0.000037767193,0.0016162759,0.0002477257,0.00006783161,0.000069591006,0.00016839604,0.0033891266,0.00007339257,0.95070046,0.015929002,0.027642412],"study_design_scores_gemma":[0.000021144446,0.0000139910535,0.0032743958,0.0003775188,0.00003341196,0.000029756573,0.00049548934,0.0016243983,0.000055742254,0.95054114,0.043521076,0.00001194782],"about_ca_topic_score_codex":0.0054820767,"about_ca_topic_score_gemma":0.0070402655,"teacher_disagreement_score":0.026717398,"about_ca_system_score_codex":0.0026262503,"about_ca_system_score_gemma":0.0026062676,"threshold_uncertainty_score":0.089378595},"labels":[],"label_agreement":null},{"id":"W4410512730","doi":"10.1016/j.cogsc.2025.101033","title":"Emerging trend of carbon aerogel synthesis for biomedical applications","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Green and Sustainable Chemistry","topic":"Aerogels and thermal insulation","field":"Chemistry","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; Mitacs; Toronto Metropolitan University","keywords":"Aerogel; Carbon fibers; Nanotechnology; Materials science; Composite material","score_opus":0.017347564515889088,"score_gpt":0.3039293846579264,"score_spread":0.2865818201420373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410512730","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013107617,0.92893994,0.01832329,0.014399836,0.003419504,0.00003403682,0.00023691033,0.0001203934,0.021418586],"genre_scores_gemma":[0.06948703,0.9032688,0.0097234985,0.005188668,0.003812753,0.0000525507,0.0004729374,0.000057109868,0.007936648],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973696,0.00003123242,0.000019058121,0.00008736457,0.00008965831,0.000035680863],"domain_scores_gemma":[0.999243,0.00031312538,0.0000700677,0.000031017214,0.00026639435,0.00007646292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011723662,0.00045779572,0.0005672267,0.0004673592,0.00019265778,0.0010325803,0.0007361055,0.0011880549,0.0037480884],"category_scores_gemma":[0.0007095095,0.00017256728,0.00043275047,0.000680071,0.00070428615,0.0024783658,0.00056820776,0.001762644,0.0012805515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031735562,0.00023766005,0.0011630787,0.01920157,0.00015361572,0.00040549622,0.00023861114,0.0016903582,0.22197704,0.060872033,0.049189,0.64455414],"study_design_scores_gemma":[0.00004420504,0.00049424573,0.0012009434,0.0007692534,0.00012486758,0.0006067389,0.0002751603,0.002904708,0.054088745,0.023468927,0.9159761,0.000046191093],"about_ca_topic_score_codex":0.00034437058,"about_ca_topic_score_gemma":0.00070468563,"teacher_disagreement_score":0.0037480884,"about_ca_system_score_codex":0.0005260434,"about_ca_system_score_gemma":0.0009460039,"threshold_uncertainty_score":0.012538612},"labels":[],"label_agreement":null}]}