{"id":"W4237932867","doi":"10.1002/cjce.22552","title":"2016 award winners","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Computer science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006644143,0.00131237,0.00133269,0.002282558,0.002463213,0.008944254,0.002172236,0.005347251,0.2412272],"category_scores_gemma":[0.01405057,0.0004169034,0.00123767,0.00149263,0.0008196864,0.002657584,0.005711496,0.003348715,0.1910252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003014269,"about_ca_system_score_gemma":0.01256205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003094253,"about_ca_topic_score_gemma":0.009914193,"domain_scores_codex":[0.9922161,0.0003630152,0.0002844809,0.0004921102,0.004887772,0.001756556],"domain_scores_gemma":[0.9687992,0.0004482763,0.000578955,0.000717148,0.01169757,0.01775879],"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":[0.00006262073,0.00005871317,0.0003124786,0.00009041003,0.000009161837,0.00006814459,0.00001256144,0.00007079499,0.0001693609,0.001944608,0.959978,0.03722307],"study_design_scores_gemma":[0.00003320483,0.00005492641,0.001181737,0.00008006972,0.000006904347,0.00007867567,0.00006573667,0.0001382182,0.0001420518,0.001502033,0.9967026,0.00001390127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.005766013,0.01062907,0.003184221,0.1299235,0.4486493,0.001057506,0.006555723,0.001268562,0.3929662],"genre_scores_gemma":[0.01428777,0.00731197,0.001822229,0.01323928,0.0414606,0.0004261261,0.005717014,0.0006152221,0.9151198],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2412272,"threshold_uncertainty_score":0.8069854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690410430390572,"score_gpt":0.2622657541151866,"score_spread":0.2353616498112809,"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."}}