{"id":"W7071122148","doi":"","title":"Représentations sociales du développement durable et de l'éducation au développement durable chez des étudiantes et des étudiants en génie au premier cycle au Québec","year":2022,"lang":"fr","type":"other","venue":"Le dépôt institutionnel (Université du Québec à Trois-Rivières)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Fusible alloy","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011397,0.0008983533,0.0006892321,0.0004367194,0.003539126,0.0001610121,0.001017269,0.0005617332,0.004118009],"category_scores_gemma":[0.001023512,0.001039306,0.0004498023,0.0006506703,0.001417528,0.0002203332,0.0009137769,0.0007556619,0.0002773058],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01907112,"about_ca_system_score_gemma":0.03011986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7020337,"about_ca_topic_score_gemma":0.9734601,"domain_scores_codex":[0.9955742,0.0008506363,0.000827531,0.00100415,0.0005519531,0.001191555],"domain_scores_gemma":[0.9972807,0.0002160798,0.0008649061,0.0008614157,0.0003618007,0.0004150856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002255708,0.001471651,0.7083436,0.0009912964,0.001585311,0.00007445409,0.1992896,0.05338481,0.004117466,0.01225722,0.01634975,0.001909301],"study_design_scores_gemma":[0.006582181,0.0007179091,0.7179011,0.000820422,0.001031267,0.0003814514,0.08611514,0.007182262,0.002354352,0.0006586787,0.1733813,0.002873899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8583184,0.0007563867,0.04476242,0.04687171,0.001028891,0.001241871,0.0002925198,0.0001735283,0.04655425],"genre_scores_gemma":[0.9508578,0.002556577,0.008172721,0.0007634514,0.000754416,0.0001983202,0.001460213,0.0002296665,0.03500683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2714264,"threshold_uncertainty_score":0.9992057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019338585929213,"score_gpt":0.2682870501601573,"score_spread":0.2489484642309443,"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."}}