{"id":"W7126155708","doi":"10.26443/mje/rsem.v59i3.10159","title":"Approche didactique de l’introduction d’un partenaire industriel dans deux situations d’enseignement-apprentissage du design","year":2025,"lang":"fr","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Intentionality; Identity (music); Meaning (existential)","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":[],"consensus_categories":[],"category_scores_codex":[0.023751,0.0009543757,0.000459372,0.00216402,0.005967129,0.01237977,0.001786902,0.00412865,0.009752171],"category_scores_gemma":[0.02902451,0.0007811654,0.0008788581,0.001427257,0.01801181,0.007845786,0.007130727,0.00455022,0.001480723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008447924,"about_ca_system_score_gemma":0.009929108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006472582,"about_ca_topic_score_gemma":0.007467571,"domain_scores_codex":[0.9705071,0.01973425,0.001030666,0.002192327,0.004996099,0.001539578],"domain_scores_gemma":[0.9693825,0.01585157,0.002174177,0.003950956,0.006457676,0.002183117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001507107,0.0002219887,0.007100313,0.0005540299,0.00002642482,0.001217601,0.6103951,0.001265862,0.008363732,0.2668376,0.003657198,0.1002093],"study_design_scores_gemma":[0.00005569886,0.0004765244,0.01037098,0.001242676,0.00005783546,0.002129487,0.2730572,0.004039013,0.007124214,0.06010583,0.6411629,0.0001776236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3979744,0.002971044,0.3205425,0.021115,0.0009572083,0.0007710362,0.00008724075,0.0004154698,0.2551661],"genre_scores_gemma":[0.8851739,0.0008877078,0.06344986,0.0008636761,0.0000790887,0.0003725114,0.00007935766,0.0001414375,0.04895245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.023751,"threshold_uncertainty_score":0.1256088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4458422917153096,"score_gpt":0.4580978587820915,"score_spread":0.01225556706678194,"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."}}