{"id":"W6991043429","doi":"","title":"Exploration des pratiques d’écoconception et d’économie circulaire dans le développement des objets connectés : Analyse et étude de terrain dans le milieu entrepreneurial québécois","year":2025,"lang":"fr","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Face (sociological concept); Terrain; Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002896314,0.002204591,0.001966198,0.00139357,0.001186594,0.0008920637,0.001207062,0.001451663,0.002537442],"category_scores_gemma":[0.001629014,0.002622077,0.0009041493,0.00130271,0.001828056,0.002044671,0.0005639236,0.001214488,0.001420968],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009804474,"about_ca_system_score_gemma":0.01440579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1233005,"about_ca_topic_score_gemma":0.8535286,"domain_scores_codex":[0.9864343,0.006180999,0.001786518,0.002871159,0.0008572407,0.001869822],"domain_scores_gemma":[0.9942887,0.0006860037,0.001736627,0.002046319,0.0005288798,0.0007134227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001138177,0.0036887,0.04893995,0.001387436,0.004180204,0.0003309919,0.4959514,0.03877464,0.3213951,0.03997568,0.02063089,0.02360686],"study_design_scores_gemma":[0.01989088,0.001701014,0.2262387,0.01067284,0.004763566,0.0002111594,0.3186934,0.01099243,0.246337,0.01704334,0.1329354,0.01052029],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7952787,0.003682642,0.1197413,0.02069166,0.001273548,0.005540113,0.001357599,0.001479542,0.05095497],"genre_scores_gemma":[0.8797439,0.002557937,0.02235124,0.00145689,0.0009018619,0.001764462,0.002456887,0.001513825,0.08725306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7302281,"threshold_uncertainty_score":0.9998447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436702143570891,"score_gpt":0.2853392625444307,"score_spread":0.2609722411087218,"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."}}