{"id":"W3092523794","doi":"10.7202/1071695ar","title":"Mise en lumière des dynamiques de coproduction de connaissances lors d’entretiens collectifs collaboratifs","year":2020,"lang":"fr","type":"article","venue":"Phronesis","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Coproduction; Humanities; Political science; Sociology; Philosophy; Public relations","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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"],"consensus_categories":[],"category_scores_codex":[0.00174399,0.0002187082,0.0002840453,0.0000541605,0.001178916,0.0001085762,0.0002673633,0.0002679776,0.0006559601],"category_scores_gemma":[0.00281654,0.0002618049,0.00009451228,0.00118338,0.003221174,0.0003822058,0.00002565904,0.0002149522,0.00008070867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008500635,"about_ca_system_score_gemma":0.001593918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002327853,"about_ca_topic_score_gemma":0.001316441,"domain_scores_codex":[0.9966947,0.001680841,0.0003172304,0.000458333,0.0002471904,0.0006017134],"domain_scores_gemma":[0.997843,0.00108934,0.000189989,0.0001297785,0.000410168,0.0003377562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003937828,0.0002766643,0.07931021,0.0003988352,0.0002015541,0.000004696631,0.810203,0.0003101106,0.000963838,0.05149094,0.04945523,0.007345551],"study_design_scores_gemma":[0.0004989427,0.0002656724,0.03321657,0.0002062898,0.0002723224,0.0000107632,0.7384018,0.001395613,0.001097259,0.009980133,0.2140349,0.000619767],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7954741,0.01174599,0.001122788,0.1800386,0.002844817,0.0004413733,0.00007330869,0.0001861459,0.008072921],"genre_scores_gemma":[0.9745643,0.006807357,0.005829736,0.001180922,0.006183087,0.00008700275,0.00002879668,0.00003150501,0.005287338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1790902,"threshold_uncertainty_score":0.9999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427055892984327,"score_gpt":0.4048164506798557,"score_spread":0.262110861381423,"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."}}