{"id":"W3082721764","doi":"10.7202/1071198ar","title":"L’utilisation des personas à Bibliothèque et Archives nationales du Québec","year":2020,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Persona Design and Applications","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Political science; 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"],"category_scores_codex":[0.0004861951,0.0003795876,0.00028514,0.002385492,0.0004473954,0.007152754,0.0007520288,0.0001105332,0.004074795],"category_scores_gemma":[0.0004818786,0.0004188743,0.0002005911,0.007136981,0.0005332498,0.01598336,0.000202996,0.0003215074,0.0007165012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609684,"about_ca_system_score_gemma":0.003519688,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008311828,"about_ca_topic_score_gemma":0.005898379,"domain_scores_codex":[0.9970106,0.0006489674,0.0005438239,0.0007849226,0.0005829563,0.0004287591],"domain_scores_gemma":[0.9973776,0.001372293,0.0002991452,0.0003144786,0.0002445607,0.0003919255],"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":[0.00003915904,0.0002742047,0.007099265,0.0001973157,0.0000984229,0.00001237187,0.05692602,0.0003862611,0.006363177,0.8397956,0.07809503,0.01071321],"study_design_scores_gemma":[0.002023113,0.0005922365,0.08830344,0.000375414,0.0001288552,0.0001079106,0.00283469,0.1182054,0.007351521,0.05377615,0.7248757,0.001425593],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02042844,0.02333939,0.6455732,0.2750367,0.0002733662,0.0006003711,0.00008925125,0.0005299128,0.03412938],"genre_scores_gemma":[0.9011723,0.02273192,0.04110347,0.02496232,0.0005113215,0.0002130335,0.0001266233,0.00005908934,0.009119888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8807439,"threshold_uncertainty_score":0.9998263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05498457144078589,"score_gpt":0.3112134336914059,"score_spread":0.25622886225062,"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."}}