{"id":"W6989215774","doi":"","title":"Analyse de la profession, dessinateur de systèmes de chauffage et ventilation : contexte québécois, dessinateur de systèmes de chauffage, de ventilation et de climatisation /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ventilation (architecture); Artificial ventilation; Context (archaeology); Mechanical ventilation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002234319,0.0003277964,0.0003731423,0.002393258,0.002788102,0.002890058,0.0009104151,0.0006035129,0.01120769],"category_scores_gemma":[0.006488097,0.0002060652,0.0004510754,0.006442322,0.001251025,0.0009609002,0.001215989,0.001119317,0.0005940254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08191359,"about_ca_system_score_gemma":0.1035525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956021,"about_ca_topic_score_gemma":0.9968046,"domain_scores_codex":[0.9985667,0.0002625886,0.00006114596,0.0001254396,0.0005321208,0.0004520329],"domain_scores_gemma":[0.994749,0.0006699297,0.0004997735,0.0001200515,0.002929187,0.001031961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004161629,0.0001756725,0.6450366,0.001934095,0.000279507,0.0006812505,0.03222653,0.002816352,0.001410353,0.02864675,0.1196345,0.1667422],"study_design_scores_gemma":[0.00001085583,0.0000311958,0.9280833,0.0005052774,0.00003428727,0.00003647815,0.01279166,0.0006711961,0.0001574053,0.0003232376,0.05732916,0.00002597793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7482795,0.03231534,0.002352112,0.03761732,0.0004515431,0.0004966737,0.04433709,0.0001970621,0.1339533],"genre_scores_gemma":[0.952329,0.004663734,0.001312455,0.001024265,0.00007557129,0.00014382,0.004521858,0.00004604976,0.03588317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08191359,"threshold_uncertainty_score":0.5943274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108639729126911,"score_gpt":0.2709175154619352,"score_spread":0.2600535425492441,"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."}}