{"id":"W2280938046","doi":"10.7202/1033219ar","title":"L’embauche de bibliothécaires dans les municipalités québécoises : les méthodes d’évaluation des candidats","year":2015,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Saint-Laurent","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03992684,0.0008414865,0.001318323,0.01208382,0.006789752,0.008686282,0.001978886,0.001054675,0.008687501],"category_scores_gemma":[0.1035642,0.0006742117,0.00066658,0.01838083,0.003024499,0.002751512,0.003392312,0.001512461,0.001375343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01887139,"about_ca_system_score_gemma":0.03300715,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4484561,"about_ca_topic_score_gemma":0.6247682,"domain_scores_codex":[0.9606606,0.02044414,0.00335463,0.002570776,0.01177713,0.001192826],"domain_scores_gemma":[0.8889748,0.04295202,0.006800666,0.007777933,0.05154688,0.00194778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004857494,0.000619205,0.1134195,0.004994784,0.0005925898,0.0006958311,0.2152079,0.002054496,0.01150178,0.01472793,0.01506651,0.6206337],"study_design_scores_gemma":[0.0003292924,0.0006088594,0.5621991,0.003492325,0.000593332,0.0004060054,0.1443815,0.007523715,0.0162217,0.006653537,0.2571967,0.0003940081],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8042607,0.004258924,0.07447354,0.004824066,0.0004137267,0.01187224,0.003593718,0.001020301,0.09528284],"genre_scores_gemma":[0.8277448,0.001894417,0.1214037,0.0004456242,0.00008320319,0.008199156,0.001802753,0.0002719197,0.03815439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.551544,"threshold_uncertainty_score":0.8916916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4175233477539555,"score_gpt":0.5215746400273182,"score_spread":0.1040512922733627,"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."}}