{"id":"W1543811919","doi":"10.7202/1005234ar","title":"Ce qu’accompagner veut dire","year":2011,"lang":"fr","type":"article","venue":"Reflets Revue d’intervention sociale et communautaire","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre de Santé et de Services Sociaux de la Vieille-Capitale","funders":"","keywords":"Humanities; Political science; Sociology; 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005381253,0.0004074198,0.0006102277,0.0001468721,0.001559898,0.000132536,0.0009490513,0.00066215,0.005193234],"category_scores_gemma":[0.0008330116,0.0005002808,0.0008684673,0.0006532257,0.002378201,0.0008951792,0.0002118337,0.000964215,0.0007034498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004964677,"about_ca_system_score_gemma":0.0003614951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004533429,"about_ca_topic_score_gemma":0.002428928,"domain_scores_codex":[0.9927404,0.004529056,0.001001579,0.0005504334,0.0004149732,0.0007635737],"domain_scores_gemma":[0.9968519,0.0009774542,0.0007744136,0.0006185652,0.0005317736,0.0002459513],"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":[0.00001455769,0.001268272,0.005378464,0.0003385442,0.000247009,0.000007927702,0.1821817,0.000002037624,0.00001150063,0.675078,0.009037927,0.1264341],"study_design_scores_gemma":[0.0009922691,0.0002731489,0.05271639,0.001595284,0.0002492581,0.00002379029,0.1829363,0.00003954968,0.00002531436,0.05197953,0.7082756,0.0008935876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2657464,0.01802029,0.0009640373,0.1025807,0.02320728,0.001038686,0.0001532234,0.000522201,0.5877672],"genre_scores_gemma":[0.8925881,0.003209546,0.002218779,0.001120018,0.003558822,0.0001090344,0.0001909972,0.00007418215,0.0969305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6992377,"threshold_uncertainty_score":0.9997449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3640555135167159,"score_gpt":0.4816542872318571,"score_spread":0.1175987737151412,"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."}}