{"id":"W2786431223","doi":"10.5281/zenodo.1162252","title":"GEM-MACH-PAH, rev2488","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064031,0.001301295,0.0008214974,0.0005986217,0.0006695464,0.001205846,0.002672493,0.001311805,0.08855],"category_scores_gemma":[0.003111993,0.0009784064,0.001123605,0.0007493261,0.0003492922,0.002563467,0.001417274,0.002222179,0.05192325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010597,"about_ca_system_score_gemma":0.001285596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00657922,"about_ca_topic_score_gemma":0.005440888,"domain_scores_codex":[0.9996337,0.00006746426,0.00002704082,0.0001015573,0.0001183448,0.00005193078],"domain_scores_gemma":[0.9994376,0.0001613052,0.00004840113,0.0001215217,0.0001708852,0.00006026318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005848768,0.0001640478,0.003866591,0.0009491378,0.0002295766,0.0002008906,0.0002206604,0.04782268,0.007829347,0.02401109,0.8771108,0.03701026],"study_design_scores_gemma":[0.0006562241,0.000104383,0.002111101,0.0001135347,0.00008101312,0.0001524065,0.00008624558,0.1409221,0.01915141,0.01547656,0.8210532,0.00009183228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"dataset","genre_scores_codex":[0.03040243,0.0008938654,0.1292922,0.00133752,0.001065356,0.0005441481,0.2702781,0.4140702,0.1521161],"genre_scores_gemma":[0.1122503,0.0008088014,0.215215,0.001407538,0.0002214579,0.001193214,0.3907008,0.2094832,0.06871971],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.08855,"threshold_uncertainty_score":0.2962292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304922522560415,"score_gpt":0.252156969260993,"score_spread":0.2291077440353888,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}