{"id":"W2578508173","doi":"10.3917/i2d.164.0034","title":"La polyvalence du leader","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","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":[0.008445938,0.0004732655,0.0003922773,0.001612993,0.01147265,0.01029101,0.00128884,0.003077518,0.006823697],"category_scores_gemma":[0.01620951,0.0004276799,0.0003226069,0.001698989,0.03059916,0.009560578,0.00709794,0.007507802,0.002985218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005102701,"about_ca_system_score_gemma":0.00423931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005591555,"about_ca_topic_score_gemma":0.004737551,"domain_scores_codex":[0.9826711,0.0106488,0.0002972955,0.001685177,0.003263921,0.001433697],"domain_scores_gemma":[0.9911646,0.003609403,0.0006769337,0.0009722258,0.002329655,0.001247181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003446566,0.00002464207,0.00104717,0.0000783325,0.00001181958,0.0002557952,0.0724465,0.0001139004,0.0002786097,0.8519944,0.04613907,0.0275752],"study_design_scores_gemma":[0.00002181936,0.00005356648,0.001090369,0.0002505897,0.00001045783,0.0004605954,0.04603537,0.0004618488,0.0003947494,0.1804679,0.770717,0.00003574683],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05070722,0.006667775,0.03581193,0.1864665,0.0040822,0.00006759955,0.0001241238,0.0003547933,0.7157178],"genre_scores_gemma":[0.8914815,0.00241177,0.003967433,0.01981661,0.000928131,0.0001245344,0.00008158285,0.0002826267,0.08090599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01147265,"threshold_uncertainty_score":0.04466689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1318805445472069,"score_gpt":0.2863418244602154,"score_spread":0.1544612799130086,"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."}}