{"id":"W2917102064","doi":"10.7202/1055315ar","title":"Documentation et information en milieu scolaire","year":2019,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dawson College; Cegep de Trois-Rivieres; Cégep de Chicoutimi","funders":"","keywords":"Humanities; Documentation; Political science; Computer science; Art; Programming language","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":[0.0006491094,0.0003704386,0.000284433,0.001505764,0.0001400967,0.03876887,0.0004258064,0.0001829398,0.005081001],"category_scores_gemma":[0.00009379922,0.000333916,0.0001464853,0.003032705,0.00007407903,0.2548714,0.0002349279,0.0002610029,0.003944548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002644165,"about_ca_system_score_gemma":0.000326752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003854176,"about_ca_topic_score_gemma":0.0003054054,"domain_scores_codex":[0.9972736,0.0003603805,0.0007094658,0.0004077496,0.000788588,0.0004602676],"domain_scores_gemma":[0.9982875,0.0002512939,0.0004221003,0.0004211063,0.0003832854,0.0002346943],"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":[0.00004974957,0.0001700541,0.001614479,0.0002902702,0.00008422481,0.00001065946,0.03878936,0.001040304,0.001700248,0.8715186,0.05884822,0.0258839],"study_design_scores_gemma":[0.003421389,0.001217782,0.05350292,0.0008371799,0.00007603232,0.0001661532,0.003761837,0.007581353,0.01472555,0.05640229,0.8568808,0.001426654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3332142,0.01337484,0.09967746,0.05857017,0.009157934,0.00336616,0.0001737267,0.0008867105,0.4815788],"genre_scores_gemma":[0.8914394,0.009352691,0.007602394,0.02276485,0.0002001183,0.00005809783,0.0006875931,0.00003386991,0.06786101],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8151162,"threshold_uncertainty_score":0.9999113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05915910838032597,"score_gpt":0.3404255068647715,"score_spread":0.2812663984844456,"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."}}