{"id":"W4224270266","doi":"10.29173/cais1309","title":"Project concret d'automatisation des bibliotheques d'enseignement du Québec / A factual project of data processing for educational libraries in Quebec","year":2022,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Humanities; Computer science; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006930504,0.0009692425,0.0005906668,0.006446221,0.004246706,0.003880817,0.00130829,0.001141144,0.009989467],"category_scores_gemma":[0.00834578,0.0004796011,0.0008683074,0.005726556,0.001858886,0.001151643,0.001976296,0.0008344396,0.002442909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03298134,"about_ca_system_score_gemma":0.07301211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9370469,"about_ca_topic_score_gemma":0.9331698,"domain_scores_codex":[0.995647,0.0009230433,0.0002487222,0.0007758036,0.001899979,0.0005053275],"domain_scores_gemma":[0.985859,0.001525885,0.0006130716,0.001542999,0.009014032,0.001444913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00092731,0.001177253,0.07258651,0.00107941,0.0002236401,0.0006661091,0.01043944,0.01709532,0.04541311,0.01403624,0.04506392,0.7912918],"study_design_scores_gemma":[0.0003658667,0.0006810905,0.300109,0.0003700291,0.000229875,0.0004154396,0.009590404,0.03877735,0.06347886,0.001182036,0.5845844,0.0002157831],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.625617,0.003608675,0.237327,0.005152829,0.0003343443,0.006972295,0.02405306,0.01161663,0.08531822],"genre_scores_gemma":[0.5869784,0.001009237,0.2478039,0.0004583881,0.00006877186,0.002085317,0.02100923,0.0009187167,0.1396682],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06295305,"threshold_uncertainty_score":0.2392974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2037449704799175,"score_gpt":0.3272151301755872,"score_spread":0.1234701596956696,"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."}}