{"id":"W4250922728","doi":"10.7202/1030468ar","title":"Bibliophilie contemporaine","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.000687862,0.0003160614,0.0002854547,0.003223729,0.000098804,0.03519984,0.0004473788,0.0001272967,0.001184909],"category_scores_gemma":[0.0002486019,0.0002665691,0.0001153456,0.01038634,0.0001851981,0.09038669,0.0002576078,0.0001815744,0.0008427035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001446944,"about_ca_system_score_gemma":0.0004709692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003019399,"about_ca_topic_score_gemma":0.000203994,"domain_scores_codex":[0.9976125,0.0002369465,0.0004971864,0.0004756672,0.0007206082,0.00045705],"domain_scores_gemma":[0.9977792,0.0001442921,0.0002462318,0.0004128287,0.0007411725,0.0006762895],"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":[0.00001894126,0.0001491622,0.0001861345,0.00002672982,0.00003433614,0.00009145706,0.004133313,0.00006509146,0.0002234999,0.5739224,0.4176371,0.003511868],"study_design_scores_gemma":[0.001281823,0.0005355022,0.001124681,0.0001353845,0.00001931681,0.0001783385,0.0004352825,0.001144556,0.0026486,0.1448425,0.8472034,0.0004506896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01067597,0.07643674,0.07030601,0.09154165,0.00547878,0.0006679475,0.0000715331,0.0005393723,0.744282],"genre_scores_gemma":[0.6652557,0.01035765,0.007705807,0.01851537,0.0007615837,0.00002966777,0.0001354914,0.0000470201,0.2971918],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6545797,"threshold_uncertainty_score":0.9999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3012090395002187,"score_gpt":0.3904468917732668,"score_spread":0.08923785227304815,"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."}}