{"id":"W2133229920","doi":"10.7202/013290ar","title":"Intervention et communication dans un dispositif participatif","year":2006,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Psychology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003839036,0.0002410221,0.0002773719,0.00005812045,0.001538271,0.0001612485,0.0003798338,0.0004347979,0.0003804778],"category_scores_gemma":[0.0004670643,0.0002826859,0.0002167476,0.0003486929,0.003537438,0.0005890517,0.00007083167,0.0003675691,0.00008887505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004011708,"about_ca_system_score_gemma":0.001359035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01713437,"about_ca_topic_score_gemma":0.02819692,"domain_scores_codex":[0.9934307,0.004830685,0.0006559443,0.0003238305,0.0003223482,0.0004364645],"domain_scores_gemma":[0.997091,0.001770337,0.00047892,0.0002619672,0.0003115073,0.00008625089],"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":[0.000003241679,0.0005045499,0.006980613,0.00003518209,0.00005188984,4.430051e-7,0.182902,0.00001214768,0.00008196459,0.8010191,0.002761345,0.005647486],"study_design_scores_gemma":[0.0005608599,0.0001385548,0.1697789,0.0004031002,0.0002158669,0.000002557826,0.5568218,0.0001290614,0.0004955343,0.1903671,0.08044211,0.0006446054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8610516,0.008830586,0.0033943,0.08201715,0.001965978,0.0004800011,0.00007660479,0.0001840796,0.04199969],"genre_scores_gemma":[0.9775316,0.002939943,0.006774107,0.0004605237,0.002160312,0.0001417905,0.0004958391,0.00003342244,0.009462439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6106521,"threshold_uncertainty_score":0.9999625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1792629922946555,"score_gpt":0.459096971661264,"score_spread":0.2798339793666085,"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."}}