{"id":"W3031825128","doi":"10.3917/riges.452.0040","title":"Prévoir l’imprévisible ?","year":2020,"lang":"fr","type":"article","venue":"Gestion","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Vision; Humanities; Political science; Art; Philosophy; Theology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001678775,0.0001754965,0.0002857878,0.0000411872,0.0005332495,0.00003281636,0.0001279886,0.0007486363,0.005576656],"category_scores_gemma":[0.002897916,0.0001795048,0.00006522546,0.0003695655,0.00004652612,0.000501579,0.00007555667,0.001577383,0.01411308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500604,"about_ca_system_score_gemma":0.0005992287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023727,"about_ca_topic_score_gemma":0.000181985,"domain_scores_codex":[0.9949214,0.003229132,0.0006150808,0.0003573743,0.0002690015,0.0006080439],"domain_scores_gemma":[0.9974482,0.001148322,0.0003514209,0.0002281921,0.0002011282,0.0006227095],"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":[0.0001240359,0.0000751793,0.006437715,0.00539713,0.00003784008,0.00004783713,0.02617343,0.00005650875,0.0003631295,0.04899709,0.5878844,0.3244058],"study_design_scores_gemma":[0.0003705392,0.0002912873,0.009061309,0.0008086417,0.00003445012,0.000008751381,0.002458446,0.00150433,0.00001760071,0.0003579064,0.9849163,0.0001704681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01396176,0.01206062,0.001521498,0.9356811,0.006668462,0.0009096789,0.00006681488,0.0001818141,0.02894824],"genre_scores_gemma":[0.9077666,0.002311915,0.002174318,0.01905967,0.007897001,0.00006878637,0.00004363138,0.00006399347,0.06061411],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9166214,"threshold_uncertainty_score":0.9953324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1890186427861931,"score_gpt":0.4604553576233716,"score_spread":0.2714367148371785,"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."}}