{"id":"W1504910714","doi":"","title":"Étude de l'impact de l'émergence des projets de bâtiments écologiques sur le processus de livraison de projet de bâtiment","year":2013,"lang":"fr","type":"article","venue":"Espace École de technologie supérieure (École de technologie supérieure)","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005127725,0.002887142,0.002201301,0.001984208,0.001227175,0.001134622,0.005569719,0.006386999,0.0003569347],"category_scores_gemma":[0.007751712,0.003158759,0.0009139768,0.005144757,0.002040136,0.001505342,0.00194279,0.005963872,0.0001759154],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01862812,"about_ca_system_score_gemma":0.01225556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330751,"about_ca_topic_score_gemma":0.002188409,"domain_scores_codex":[0.9827559,0.001008718,0.001826736,0.002634007,0.001113798,0.01066086],"domain_scores_gemma":[0.9925979,0.0009322178,0.0009044463,0.003094362,0.0009245856,0.001546441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004668744,0.004075519,0.3895739,0.003339526,0.001508704,0.004177652,0.00648366,0.3109495,0.1922548,0.00323522,0.04232587,0.04160875],"study_design_scores_gemma":[0.004031382,0.00437792,0.05865519,0.002260638,0.0008190115,0.002320764,0.03021326,0.2950129,0.5459817,0.04105999,0.0102099,0.005057296],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654982,0.01118886,0.1917585,0.01202943,0.0003053969,0.00555901,0.00012776,0.01293392,0.0005988589],"genre_scores_gemma":[0.8317816,0.004750503,0.1522253,0.0008457184,0.0002795451,0.006406896,0.00004068862,0.0006220461,0.003047757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3537269,"threshold_uncertainty_score":0.9999023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01700650044337243,"score_gpt":0.2764753970724543,"score_spread":0.2594688966290819,"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."}}