{"id":"W4210255839","doi":"10.3917/elec.cava.2015.01.0113","title":"Bibliothèques universitaires : nouveaux horizons","year":2015,"lang":"fr","type":"book-chapter","venue":"Bibliothèques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"New horizons; Physics; Astronomy","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":["metaepi_narrow","bibliometrics","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0004159938,0.001405496,0.001237539,0.01170449,0.0005525104,0.02209983,0.00231043,0.0009597779,0.00336251],"category_scores_gemma":[0.000224184,0.001177948,0.0006866778,0.006010036,0.001087653,0.03577806,0.001812246,0.0008193132,0.002577874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005382575,"about_ca_system_score_gemma":0.00162415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235617,"about_ca_topic_score_gemma":0.0007640296,"domain_scores_codex":[0.9946941,0.0001138903,0.0008966787,0.001542857,0.001479302,0.001273215],"domain_scores_gemma":[0.9938757,0.00038664,0.0006256022,0.001617863,0.001948323,0.001545873],"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":[0.00002923646,0.00009465477,0.00004735453,0.00008128449,0.000188819,0.0007509917,0.0004547518,0.0000170263,0.0001016089,0.7538807,0.2350998,0.009253797],"study_design_scores_gemma":[0.00044339,0.0009946299,0.0003065861,0.0007224535,0.000126764,0.0003325564,0.00006599259,0.000295958,0.0002816911,0.1779621,0.8170194,0.00144851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003049471,0.05442989,0.005478691,0.003848434,0.002276521,0.0005295757,0.0002473773,0.0008591685,0.9320254],"genre_scores_gemma":[0.1059532,0.03492764,0.005474602,0.001284958,0.002170029,0.00000984129,0.0001184059,0.0002143482,0.849847],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5819196,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2403363538708634,"score_gpt":0.3118620668767932,"score_spread":0.0715257130059298,"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."}}