{"id":"W3135177914","doi":"","title":"Comptes rendus du neuvième atelier de résolution de problèmes industriels de Montréal, 19-23 août 2019 / Proceedings of the ninth Montréal industrial problem solving workshop, August 19-23, 2019","year":2020,"lang":"fr","type":"article","venue":"Les Cahiers du GERAD","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ninth; Humanities; Art; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.01077464,0.001736978,0.00115384,0.003817806,0.00315438,0.008991388,0.002816592,0.002411563,0.04113505],"category_scores_gemma":[0.01819555,0.001014216,0.001731953,0.002383803,0.002503394,0.003092122,0.003537325,0.002667823,0.005723896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02102817,"about_ca_system_score_gemma":0.02984017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7767876,"about_ca_topic_score_gemma":0.7833026,"domain_scores_codex":[0.9905269,0.002480596,0.0003177364,0.001213071,0.00425395,0.001207727],"domain_scores_gemma":[0.9900725,0.002315337,0.0003294138,0.0009189455,0.004852967,0.00151078],"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":[0.00132693,0.0005626294,0.006708624,0.0008159362,0.0002310079,0.0004436966,0.001807505,0.05262984,0.00514191,0.1138698,0.307567,0.5088951],"study_design_scores_gemma":[0.0002499796,0.0002020718,0.0175594,0.0004088005,0.00006531738,0.0002047687,0.001376497,0.06060281,0.005568163,0.01068914,0.9029484,0.00012465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1508427,0.05641115,0.317283,0.07541718,0.008146357,0.001003074,0.01628888,0.007150092,0.3674575],"genre_scores_gemma":[0.3522025,0.0144696,0.2547183,0.003466411,0.001227435,0.0006403684,0.0188952,0.002358016,0.3520222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2232124,"threshold_uncertainty_score":0.4490538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01578432158929575,"score_gpt":0.1962666722892088,"score_spread":0.1804823506999131,"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."}}