{"id":"W7098327972","doi":"","title":"Manuscrit auteur, publié dans "QPES 2013: 7th french international colloquium Questions de Pédagogies dans l'Enseignement Supérieur: les innovations pédagogiques en enseignement supérieur, Sherbrooke: Canada (2013)"","year":2013,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Context (archaeology); Indigenous","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004319615,0.0008889214,0.0009042697,0.003498318,0.006518654,0.01032749,0.001403273,0.004173351,0.07872486],"category_scores_gemma":[0.007386008,0.0003661395,0.0007697168,0.004464156,0.003430893,0.004505937,0.003474681,0.004056732,0.01483814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01847671,"about_ca_system_score_gemma":0.03360611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.356867,"about_ca_topic_score_gemma":0.4688866,"domain_scores_codex":[0.9952318,0.0005835082,0.0001676107,0.0006411674,0.00257029,0.0008056461],"domain_scores_gemma":[0.9914384,0.001457894,0.0003983876,0.0003578822,0.004926353,0.001421038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008824893,0.0000449148,0.001297658,0.000536569,0.0000189839,0.0003252992,0.003103031,0.0002005312,0.00181832,0.0261052,0.9001053,0.06635591],"study_design_scores_gemma":[0.000005091294,0.000007132206,0.002005046,0.0001089528,0.000004977349,0.00004745176,0.0009451694,0.00005530235,0.0005555908,0.000455674,0.9957978,0.00001183129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01937077,0.1060162,0.01177159,0.3898205,0.1153211,0.0003883915,0.007405733,0.001178574,0.3487271],"genre_scores_gemma":[0.04718163,0.02280461,0.002922739,0.01739041,0.009851858,0.0001539411,0.001306816,0.0005789181,0.897809],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9212751,"threshold_uncertainty_score":0.7095796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07422320421173473,"score_gpt":0.2673825998149285,"score_spread":0.1931593956031937,"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."}}