{"id":"W4200554677","doi":"10.3917/riges.464.0070","title":"La métamorphose numérique","year":2021,"lang":"fr","type":"article","venue":"Gestion","topic":"Diverse multidisciplinary academic research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002850728,0.001225524,0.001077535,0.002354792,0.002013528,0.01118173,0.001133225,0.002394535,0.01982484],"category_scores_gemma":[0.01050247,0.0006604607,0.001637136,0.002008312,0.01601851,0.01088022,0.004732543,0.008780088,0.006729236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006318225,"about_ca_system_score_gemma":0.003264816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0112117,"about_ca_topic_score_gemma":0.004787436,"domain_scores_codex":[0.9954206,0.001387479,0.0002211227,0.001029079,0.001645276,0.0002964768],"domain_scores_gemma":[0.9965079,0.001241049,0.0002157243,0.0009956001,0.0008479529,0.0001916892],"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":[0.00001705226,0.000007636401,0.0001861314,0.00005624254,0.000009947215,0.00004326052,0.0004441371,0.0007193964,0.0004181323,0.9794444,0.002523552,0.01613013],"study_design_scores_gemma":[0.00002965699,0.00003492875,0.0007752316,0.0001551235,0.00001173433,0.0002980649,0.0003050079,0.003433457,0.0009517078,0.5758492,0.4181152,0.00004076825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02053282,0.018053,0.2399991,0.0219286,0.002660877,0.0001251816,0.0007500827,0.001204544,0.6947457],"genre_scores_gemma":[0.5165105,0.02276133,0.1776096,0.005101984,0.003019688,0.0007418605,0.0008842234,0.001331587,0.2720392],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01982484,"threshold_uncertainty_score":0.06632066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06075463261330984,"score_gpt":0.3730537036122928,"score_spread":0.312299070998983,"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."}}