{"id":"W2121095137","doi":"10.7202/706669ar","title":"Les tâches, un instrument privilégié du changement","year":2005,"lang":"fr","type":"article","venue":"Service social","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Psychology","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001923542,0.000215812,0.0002228789,0.00004926286,0.001855211,0.00006727612,0.0003864206,0.0003706164,0.002454112],"category_scores_gemma":[0.00009428192,0.0002592412,0.0001256691,0.0005089486,0.0006701524,0.0002990238,0.00008133885,0.0002783162,0.000507832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006011386,"about_ca_system_score_gemma":0.0003529971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003837485,"about_ca_topic_score_gemma":0.006423751,"domain_scores_codex":[0.9975872,0.0007109859,0.0003332733,0.0003417961,0.0004404231,0.0005863009],"domain_scores_gemma":[0.9989722,0.0002835653,0.0002116737,0.0001201914,0.0002725342,0.000139814],"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":[0.000003675051,0.0003763587,0.003809892,0.00006956437,0.0001231728,4.152182e-7,0.3457592,0.000006492528,0.00001363659,0.4348295,0.006231512,0.2087766],"study_design_scores_gemma":[0.0003936405,0.00002895783,0.02531525,0.00003562349,0.00007533668,8.595649e-7,0.1776712,0.00004129556,0.0000186225,0.004329289,0.7918149,0.0002749808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4012483,0.002118537,0.00003966621,0.5323882,0.004605395,0.0002981122,0.00002995908,0.00008212995,0.05918971],"genre_scores_gemma":[0.9445855,0.001399557,0.002355808,0.008050823,0.03972362,0.00007788109,0.00007563111,0.00002792648,0.003703243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7855834,"threshold_uncertainty_score":0.999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.257748114402078,"score_gpt":0.4298760186704152,"score_spread":0.1721279042683372,"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."}}