{"id":"W4231180542","doi":"10.15761/ijc.1000103","title":"Interdisciplinary Chemistry","year":2016,"lang":"en","type":"article","venue":"Interdisciplinary Journal of Chemistry","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Chemistry; Environmental chemistry","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":[0.001605927,0.001045159,0.0005320198,0.002033325,0.001926012,0.004249705,0.001663423,0.001802834,0.2218419],"category_scores_gemma":[0.002025768,0.0005367397,0.0004739706,0.001799054,0.0009847081,0.003153066,0.00542222,0.002332329,0.07583589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186504,"about_ca_system_score_gemma":0.004060567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000474174,"about_ca_topic_score_gemma":0.0008214446,"domain_scores_codex":[0.9981115,0.000227548,0.00007864073,0.0003517425,0.000968678,0.0002619768],"domain_scores_gemma":[0.9987595,0.0001063142,0.00009084983,0.0003162707,0.000367919,0.00035917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008233108,0.0003420088,0.0005580536,0.0007609144,0.00004396287,0.0001479545,0.0001854008,0.0005056285,0.01549151,0.2567416,0.2440206,0.4811201],"study_design_scores_gemma":[0.000008540324,0.00002926692,0.0002535714,0.00004309042,0.000005316546,0.0000943319,0.00004207004,0.0001829071,0.003288143,0.01575414,0.9802927,0.000005884835],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004621122,0.01623878,0.01646974,0.00815701,0.0101531,0.0003087803,0.0006827745,0.0006615012,0.9427072],"genre_scores_gemma":[0.05039802,0.01834272,0.01086326,0.002784063,0.002871979,0.0002474819,0.001280198,0.0002677166,0.9129446],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2218419,"threshold_uncertainty_score":0.7421353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004478258719108041,"score_gpt":0.2334817440471343,"score_spread":0.2290034853280263,"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."}}