{"id":"W3025421619","doi":"10.3917/i2d.201.0046","title":"Les bibliothécaires universitaires, pédagogues de l’écosystème socionumérique de l’information","year":2020,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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"],"category_scores_codex":[0.0002857424,0.0003977311,0.0002998369,0.0005012682,0.0005635415,0.006125064,0.0009015048,0.0003097198,0.0002528664],"category_scores_gemma":[0.0002544416,0.0003720493,0.000199794,0.001465824,0.00014377,0.07587533,0.0004863332,0.0003332412,0.001544194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007113473,"about_ca_system_score_gemma":0.0004842044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003339923,"about_ca_topic_score_gemma":0.000102468,"domain_scores_codex":[0.9974543,0.000120059,0.0007870631,0.0001999037,0.0006464912,0.0007921699],"domain_scores_gemma":[0.9979397,0.00009197426,0.0005419273,0.0003015327,0.0004371246,0.0006877089],"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":[0.0001216856,0.0001107229,0.001823239,0.0008679955,0.0002158988,0.00004944616,0.1543726,0.004674562,0.0001117226,0.3377452,0.2882137,0.2116932],"study_design_scores_gemma":[0.001143358,0.0003003624,0.00516898,0.0003225628,0.00003679874,0.0001160573,0.00461591,0.04199268,0.001367169,0.006434532,0.9378761,0.0006255168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1518723,0.003969238,0.3361301,0.192872,0.003168362,0.002056249,0.0006140109,0.001689798,0.307628],"genre_scores_gemma":[0.9813036,0.001395109,0.003045163,0.01213199,0.0003100998,0.0000154561,0.0003114008,0.00001483614,0.001472383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8294313,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390680992573955,"score_gpt":0.2921418009057782,"score_spread":0.1530737016483826,"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."}}