{"id":"W2917214506","doi":"10.7202/1055178ar","title":"La formation documentaire et l’apprentissage : vers une stratégie efficace d’implantation","year":2019,"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":"Université Laval","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"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":[0.0005810692,0.0004025221,0.0003033876,0.0009843757,0.0001542013,0.02384737,0.0004052463,0.0002016209,0.001926139],"category_scores_gemma":[0.00003993948,0.0003695294,0.0001571537,0.003086729,0.0001075397,0.1277576,0.0001662506,0.0003130734,0.001033648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000283123,"about_ca_system_score_gemma":0.0002394048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001986282,"about_ca_topic_score_gemma":0.0005574446,"domain_scores_codex":[0.9971004,0.0005074452,0.0006123577,0.00055346,0.0007306804,0.0004956675],"domain_scores_gemma":[0.9983226,0.0003737546,0.0004297477,0.0004151516,0.0002180465,0.0002407061],"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":[0.00009874559,0.0003988594,0.0005942534,0.0004671872,0.000126709,0.00008915256,0.02557568,0.001791037,0.007875544,0.8529399,0.05380792,0.05623498],"study_design_scores_gemma":[0.007011687,0.001649226,0.03459161,0.001665358,0.0001915087,0.0009721804,0.01025219,0.008975512,0.03436803,0.05242498,0.8457016,0.002196099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4797354,0.005900379,0.09489144,0.02763818,0.003775299,0.00191974,0.0001661305,0.0006526656,0.3853208],"genre_scores_gemma":[0.9663205,0.004919256,0.001717101,0.001807741,0.00007285958,0.00002420595,0.0004910007,0.00002999518,0.02461739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8005149,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08722631581510465,"score_gpt":0.366619277659373,"score_spread":0.2793929618442684,"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."}}