{"id":"W2005689711","doi":"10.3917/lcd.hs01.0127","title":"Apprendre à diriger l'imprévisible","year":2012,"lang":"fr","type":"article","venue":"˜Les œCahiers dynamiques/˜Les œCahiers Dynamiques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Psychology","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":[0.006650046,0.0007345894,0.0007734579,0.001480234,0.005169955,0.01420699,0.001456484,0.004651186,0.04123304],"category_scores_gemma":[0.01827874,0.0004190724,0.0007618662,0.001205009,0.007395936,0.01016108,0.006596818,0.008414955,0.007002493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007473111,"about_ca_system_score_gemma":0.007638938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084548,"about_ca_topic_score_gemma":0.01215342,"domain_scores_codex":[0.9918595,0.002578428,0.0001961001,0.0009809551,0.003455326,0.0009296439],"domain_scores_gemma":[0.9915336,0.001904115,0.0004726637,0.002821916,0.002181326,0.001086376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007866244,0.00007151315,0.001034132,0.00006248919,0.00001842597,0.0002338787,0.002485484,0.0004407229,0.0008603671,0.8930557,0.04633553,0.05532314],"study_design_scores_gemma":[0.00002985009,0.00004850094,0.001331073,0.0001259411,0.00001060431,0.0002629498,0.001252639,0.000735708,0.0006883602,0.1106699,0.8848146,0.00002983771],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0301704,0.006128078,0.0365351,0.1511625,0.007554676,0.0001625717,0.000276175,0.0009040432,0.7671064],"genre_scores_gemma":[0.291886,0.00246849,0.01046499,0.01593381,0.002883459,0.0001590355,0.0001475227,0.0004584508,0.6755982],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04123304,"threshold_uncertainty_score":0.1379383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743401503150732,"score_gpt":0.2861557470881662,"score_spread":0.2687217320566589,"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."}}