{"id":"W1981217209","doi":"10.1353/ils.2011.0013","title":"Working with Tasks, Activities and Knowledge: The Case of the French Teacher-Librarian/Le travail entre tâches, activités et savoirs : l'exemple du professeur-documentaliste français","year":2011,"lang":"fr","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Library science; Political science; Philosophy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008133198,0.0005173474,0.0004763013,0.003007198,0.02636836,0.01058921,0.00153275,0.004406606,0.005004376],"category_scores_gemma":[0.01184488,0.0004711275,0.000386302,0.0027824,0.01674447,0.005855348,0.005548599,0.002973795,0.001161048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01235285,"about_ca_system_score_gemma":0.01152443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1986912,"about_ca_topic_score_gemma":0.2555256,"domain_scores_codex":[0.9884659,0.008164671,0.0002592935,0.0006641623,0.0008819068,0.001564119],"domain_scores_gemma":[0.9842117,0.009939218,0.001298837,0.0006911703,0.00131734,0.002541745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002261088,0.00005905761,0.004475005,0.00004099827,0.00000340275,0.002254482,0.9769548,0.0000520523,0.000309696,0.00680787,0.000988838,0.008031107],"study_design_scores_gemma":[0.00000784918,0.00003782551,0.005080871,0.00006693089,0.000004922584,0.001183037,0.9344102,0.0001042121,0.0002515318,0.001062321,0.05776871,0.00002154107],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929849,0.001332185,0.004015945,0.0128656,0.00006357706,0.00005833047,0.00005804579,0.00005876823,0.05169857],"genre_scores_gemma":[0.9822806,0.0005978415,0.001707198,0.0007034859,0.0000338372,0.0000302618,0.00004332844,0.00003663883,0.01456685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1986912,"threshold_uncertainty_score":0.3950694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07641180572910311,"score_gpt":0.296414540779499,"score_spread":0.2200027350503959,"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."}}