{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0002714764,0.0003110143,0.0002104404,0.0001389659,0.0002252504,0.003230754,0.0007705101,0.0001861332,0.0005587129],"category_scores_gemma":[0.0001916329,0.000193411,0.0001269225,0.0003569535,0.0002866409,0.05145982,0.0004411076,0.0001357465,0.007596002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775033,"about_ca_system_score_gemma":0.0001245896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003480272,"about_ca_topic_score_gemma":0.00001957105,"domain_scores_codex":[0.9978606,0.00008431448,0.0006219843,0.0002303077,0.000608652,0.0005941194],"domain_scores_gemma":[0.9984413,0.0001505196,0.0003207158,0.0004783869,0.0002718372,0.0003372045],"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":[0.00002369861,0.0001045559,0.0008572566,0.0001133012,0.00005912107,0.00003099141,0.009645406,0.00002509619,0.0001888752,0.3632174,0.07645046,0.5492839],"study_design_scores_gemma":[0.0009705049,0.0001295439,0.005825723,0.0005402245,0.0000152628,0.0002558054,0.0001905613,0.0005100627,0.001656164,0.006362082,0.9831277,0.0004164146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09181859,0.003198257,0.1009333,0.08950455,0.00903861,0.000956436,0.0001887094,0.0006265196,0.7037351],"genre_scores_gemma":[0.9491477,0.0009936198,0.0007704528,0.003903804,0.0002609315,0.00001625511,0.00001473912,0.000010942,0.04488154],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9066772,"threshold_uncertainty_score":0.997804,"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."}}