{"id":"W2116766593","doi":"10.7202/012754ar","title":"Médiation entre recherche et pratique en éducation : faire de la recherche « avec » plutôt que « sur » les praticiens","year":2005,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université Laval","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","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06614486,0.0003112251,0.0002795831,0.0002411959,0.00162338,0.0004168738,0.000653476,0.001359561,0.0003487809],"category_scores_gemma":[0.04735089,0.00035321,0.0001409768,0.001724493,0.003668933,0.001759296,0.00003971898,0.001234286,0.00009658038],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01138508,"about_ca_system_score_gemma":0.01715137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002882258,"about_ca_topic_score_gemma":0.007156189,"domain_scores_codex":[0.9667181,0.03071309,0.0006478644,0.0007012406,0.0004303101,0.0007893661],"domain_scores_gemma":[0.9749494,0.02327366,0.0005823577,0.0002999954,0.0006326399,0.0002619056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000238391,0.0003558049,0.004141852,0.0001180443,0.0000187902,3.293556e-7,0.63271,0.001227696,0.0006503665,0.3246519,0.002171097,0.03395168],"study_design_scores_gemma":[0.0003508722,0.0002183308,0.03746786,0.0007675315,0.0001605849,0.0001167468,0.6598926,0.01635553,0.0007629577,0.1934958,0.08955009,0.0008611261],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.641908,0.004312087,0.02463352,0.2409842,0.002507462,0.0008046675,0.00001936131,0.0001772105,0.08465345],"genre_scores_gemma":[0.7658105,0.007916102,0.202819,0.001239983,0.003698962,0.0002006245,0.00007467464,0.00003396319,0.01820606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2397442,"threshold_uncertainty_score":0.9999369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8754895138941743,"score_gpt":0.6046352504452,"score_spread":0.2708542634489743,"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."}}