{"id":"W7030626091","doi":"","title":"Projet U-Scan","year":2020,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004685935,0.001384015,0.001271398,0.003303118,0.001939117,0.005475805,0.002002113,0.003118775,0.4280664],"category_scores_gemma":[0.00975891,0.0004748511,0.001045694,0.001832872,0.0009580152,0.002435489,0.00402523,0.002218429,0.2529233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686594,"about_ca_system_score_gemma":0.01046592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00847266,"about_ca_topic_score_gemma":0.004859133,"domain_scores_codex":[0.9973421,0.0006378451,0.00009613054,0.000542122,0.0009569384,0.0004247907],"domain_scores_gemma":[0.9927207,0.001068099,0.0002276902,0.0008786788,0.003215824,0.001888988],"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":[0.001123926,0.0001185045,0.00117934,0.0004218597,0.00004414258,0.0004193482,0.0001637737,0.000404264,0.002581795,0.0237428,0.796739,0.1730613],"study_design_scores_gemma":[0.0001841494,0.0000871935,0.0007895044,0.0001807824,0.00002040837,0.0004718089,0.0001153943,0.0003935704,0.00143585,0.003758219,0.9925453,0.00001776836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009152746,0.01087189,0.0264681,0.02899504,0.01139981,0.001439503,0.04331589,0.01371134,0.8546457],"genre_scores_gemma":[0.04999064,0.005793848,0.03299781,0.007312531,0.00352233,0.002202478,0.04581571,0.01072541,0.8416393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4280664,"threshold_uncertainty_score":0.8157939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222821526196147,"score_gpt":0.2347530784900968,"score_spread":0.2125248632281353,"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."}}