{"id":"W4404227178","doi":"10.7202/1113066ar","title":"La recherche participative et le développement de communautés de pratique","year":2022,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.05749126,0.0006398604,0.0006059353,0.00348355,0.008081493,0.01466773,0.001673684,0.002934248,0.004904261],"category_scores_gemma":[0.0547654,0.0003836612,0.0007450038,0.002938466,0.03269407,0.01165561,0.01064563,0.004504683,0.0007972562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007947064,"about_ca_system_score_gemma":0.01449376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006556626,"about_ca_topic_score_gemma":0.006743958,"domain_scores_codex":[0.9082584,0.07479817,0.001839353,0.004002177,0.008921484,0.002180491],"domain_scores_gemma":[0.8416014,0.1177045,0.01254736,0.01180733,0.01098325,0.005356128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004680332,0.00008570203,0.006674042,0.000508906,0.00004286963,0.0003218616,0.4394792,0.0002914553,0.00103698,0.4799218,0.001724951,0.06986548],"study_design_scores_gemma":[0.00005539935,0.0002929442,0.02107156,0.00171679,0.00005686062,0.001361941,0.2540977,0.001078132,0.001969832,0.1825399,0.5355906,0.0001683681],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3874684,0.02496395,0.1243573,0.05336464,0.00117002,0.0005988479,0.0001732674,0.000333387,0.4075702],"genre_scores_gemma":[0.9603087,0.003577105,0.01471109,0.0009628602,0.0002315254,0.000301405,0.00005140534,0.00007934027,0.01977665],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9919185,"threshold_uncertainty_score":0.3040465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9419333435145247,"score_gpt":0.7063181981055803,"score_spread":0.2356151454089445,"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."}}