{"id":"W2966823887","doi":"10.7202/1061815ar","title":"Les bibliothèques au coeur de la transformation sociale","year":2019,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002722375,0.0002572012,0.0002899251,0.001274121,0.0006210465,0.005546469,0.0004192256,0.0003686377,0.01609528],"category_scores_gemma":[0.0001409406,0.0002785939,0.0002026557,0.008502156,0.0008403163,0.02104436,0.00003596352,0.0003045718,0.0004561788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009405602,"about_ca_system_score_gemma":0.001444031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1952092,"about_ca_topic_score_gemma":0.01442708,"domain_scores_codex":[0.9962035,0.001324889,0.0004535629,0.000377711,0.0009516682,0.00068864],"domain_scores_gemma":[0.9983402,0.0007329512,0.0003778402,0.0001534931,0.0001857976,0.0002096871],"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":[0.00002654776,0.0001518182,0.05952784,0.0001199087,0.00004554689,0.000002684147,0.08841612,0.00009118559,0.0004832126,0.7783042,0.03380357,0.03902743],"study_design_scores_gemma":[0.0008069532,0.0001703007,0.103355,0.0001955483,0.0000546512,0.000005040775,0.02278123,0.0001910266,0.0008817154,0.03686721,0.8341792,0.0005121203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6101979,0.007706655,0.002827393,0.02228967,0.001773682,0.0005533021,0.00006018711,0.000168279,0.354423],"genre_scores_gemma":[0.8761962,0.04325226,0.0005387364,0.001311699,0.0005799212,0.00003455365,0.00001936486,0.00002682614,0.07804047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8003756,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759878226938618,"score_gpt":0.376193734529879,"score_spread":0.3485949522604929,"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."}}