{"id":"W183136665","doi":"10.7202/1030123ar","title":"La constitution des collections","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01268158,0.0005629698,0.0008734313,0.007321606,0.01431605,0.02805609,0.002374234,0.002437569,0.02865758],"category_scores_gemma":[0.02193085,0.001146763,0.0007748728,0.0103537,0.0184094,0.01776431,0.00983019,0.005023018,0.009000272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0236798,"about_ca_system_score_gemma":0.02754499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1137159,"about_ca_topic_score_gemma":0.1084237,"domain_scores_codex":[0.9806175,0.006450043,0.001168351,0.002990232,0.007273644,0.001500166],"domain_scores_gemma":[0.9829028,0.003058314,0.0006953119,0.004907958,0.007100465,0.001335084],"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":[0.00001851712,0.00001036935,0.0003939561,0.0001239965,0.00001225705,0.0001286923,0.01150051,0.0002028173,0.0005678326,0.9281708,0.01788081,0.04098944],"study_design_scores_gemma":[0.00000578998,0.000005941666,0.0006602157,0.0001538616,0.000006105251,0.0001011794,0.002385819,0.00008937222,0.0003254753,0.04555397,0.9506949,0.00001719975],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01654159,0.008671363,0.04673806,0.01157044,0.001058824,0.0004122488,0.001836707,0.0007192951,0.9124514],"genre_scores_gemma":[0.2794875,0.01154521,0.0684724,0.002710138,0.001206693,0.0009557309,0.003523787,0.001890989,0.6302077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1137159,"threshold_uncertainty_score":0.2261081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2725654594380172,"score_gpt":0.3917938569480315,"score_spread":0.1192283975100142,"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."}}