{"id":"W3033096156","doi":"10.18162/fp.2013.a15","title":"Faire une recherche d’information : des habiletés essentielles à développer","year":2013,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00548722,0.0002159606,0.0001961697,0.0001472111,0.00136342,0.000181994,0.000253604,0.0006633396,0.001571713],"category_scores_gemma":[0.001412813,0.0002023618,0.0001002405,0.0009333515,0.000893118,0.009132992,0.00005624209,0.0005952241,0.002393407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003898551,"about_ca_system_score_gemma":0.00048843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187721,"about_ca_topic_score_gemma":0.0001501559,"domain_scores_codex":[0.9954837,0.002780602,0.0006756835,0.0001740713,0.0004195565,0.0004663778],"domain_scores_gemma":[0.9972599,0.001164638,0.0004554055,0.0001907498,0.000776477,0.0001528305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000004517481,0.0001359127,0.001795915,0.0003394124,0.00002184549,6.254298e-8,0.5805973,0.00003543531,0.00009877636,0.1730803,0.04959974,0.1942908],"study_design_scores_gemma":[0.0003942007,0.00005909221,0.0180751,0.0006602078,0.00002746331,0.000003772452,0.7510369,0.001234897,0.0001840382,0.08914263,0.1388236,0.0003581058],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5240096,0.001262099,0.02173481,0.3255218,0.009549084,0.001595523,0.00002089832,0.0002678797,0.1160383],"genre_scores_gemma":[0.944268,0.003754138,0.02020197,0.00211999,0.001101714,0.0003422545,0.0005544086,0.00002213945,0.02763538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4202584,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.355989302908771,"score_gpt":0.5008147536235218,"score_spread":0.1448254507147508,"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."}}