{"id":"W2090038125","doi":"10.7202/1016745ar","title":"Ce que la FNAC a fait du livre. Innovations, controverses et rationalisation dans le commerce culturel français","year":2013,"lang":"fr","type":"article","venue":"Mémoires du livre","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Rationalisation; Political science; Art; Mathematics","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":[0.01057319,0.0005830145,0.0003710459,0.002177498,0.009819466,0.01612645,0.001422163,0.004463417,0.01178446],"category_scores_gemma":[0.0168991,0.000319269,0.0005417737,0.002502956,0.02943543,0.009526687,0.004551318,0.004304138,0.001648561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02508684,"about_ca_system_score_gemma":0.02068162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1352221,"about_ca_topic_score_gemma":0.1132778,"domain_scores_codex":[0.9866465,0.006726493,0.0004108171,0.001375713,0.003414764,0.00142562],"domain_scores_gemma":[0.9856914,0.00602897,0.001347145,0.001562273,0.004148036,0.001222224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008254296,0.00006829446,0.008545067,0.0003382517,0.00002501381,0.0006104133,0.09925746,0.0003667976,0.0008259017,0.8127543,0.009444452,0.06768153],"study_design_scores_gemma":[0.00002996194,0.0001387566,0.01538706,0.001329508,0.0000386837,0.0004413417,0.1367935,0.0007959852,0.00137938,0.1389731,0.7045912,0.0001014889],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2157651,0.01418264,0.01239206,0.137771,0.001157182,0.0001574387,0.0001249215,0.0001337357,0.6183159],"genre_scores_gemma":[0.9396633,0.002241063,0.002207421,0.005007511,0.0001269158,0.00005807083,0.00003193551,0.00005196365,0.05061185],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1352221,"threshold_uncertainty_score":0.26887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0567872148459193,"score_gpt":0.2618976199362921,"score_spread":0.2051104050903728,"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."}}