{"id":"W2384654764","doi":"10.7202/1034874ar","title":"La recherche-action et le contrôle du savoir","year":2016,"lang":"fr","type":"article","venue":"International Review of Community Development","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01873442,0.0001355451,0.000256103,0.00006003182,0.00034228,0.00001877557,0.0006092825,0.0001949905,0.0006828824],"category_scores_gemma":[0.01291602,0.000117453,0.0001059138,0.0001719992,0.000856495,0.0003343786,0.0001041848,0.0005051168,0.0001055958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007566562,"about_ca_system_score_gemma":0.001910485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006651615,"about_ca_topic_score_gemma":0.0003704552,"domain_scores_codex":[0.988703,0.01005343,0.000583541,0.0001059004,0.000390001,0.0001641837],"domain_scores_gemma":[0.9840783,0.01452302,0.0003949216,0.0001919473,0.0007390164,0.00007272777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003444183,0.0003831582,0.0006507754,0.0005473918,0.0001320526,2.497669e-7,0.01639644,2.299231e-7,0.00004512163,0.4498025,0.008552342,0.5234863],"study_design_scores_gemma":[0.0002854479,0.00001695125,0.01562653,0.007047858,0.00001593721,0.000008341081,0.0154692,5.943087e-7,0.0001009916,0.01130557,0.9499816,0.0001410067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03985937,0.0274713,0.004758114,0.6735606,0.004396183,0.0003644396,0.00003545294,0.0000446526,0.2495099],"genre_scores_gemma":[0.698489,0.2745767,0.01152893,0.0033628,0.0004638603,0.00007602617,0.00008431647,0.00001513196,0.0114033],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9414293,"threshold_uncertainty_score":0.9953986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7434049968638557,"score_gpt":0.5726376786548082,"score_spread":0.1707673182090476,"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."}}