{"id":"W6980652084","doi":"","title":"Comparaison de la performance de modèles empiriques de bilan
\\nde masse glaciologique dans un contexte de changement
\\nclimatique : application au glacier Saskatchewan, Canada","year":2022,"lang":"fr","type":"other","venue":"Le dépôt institutionnel (Université du Québec à Trois-Rivières)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Glacier; Field (mathematics); Identification (biology)","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":[0.012858,0.001763652,0.002129094,0.002143854,0.001901604,0.004149038,0.002314404,0.002586622,0.004480104],"category_scores_gemma":[0.03408016,0.001194528,0.002125326,0.002096755,0.001649504,0.002419296,0.001271725,0.002642413,0.0005472719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01352909,"about_ca_system_score_gemma":0.0134756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.738014,"about_ca_topic_score_gemma":0.5868735,"domain_scores_codex":[0.9966577,0.002188942,0.0001693804,0.0004129939,0.0002218251,0.0003490675],"domain_scores_gemma":[0.9427518,0.04958563,0.0008779265,0.001544973,0.004521429,0.0007182223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004285633,0.0001105994,0.00814751,0.00008853764,0.000244863,0.00002648324,0.00007339146,0.9839333,0.0001090875,0.001391294,0.001183384,0.004263018],"study_design_scores_gemma":[0.00009928493,0.00008752904,0.004264517,0.00003191486,0.00007787318,0.000006417777,0.0001739772,0.993542,0.0001970681,0.001005568,0.0004826589,0.00003115421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639311,0.001940658,0.01965097,0.002244935,0.0002036299,0.0001165496,0.003211797,0.000904954,0.007795326],"genre_scores_gemma":[0.9826319,0.0004856922,0.01140589,0.0002124759,0.00003081167,0.00008851528,0.002645541,0.00016632,0.002332787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261986,"threshold_uncertainty_score":0.5270576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009054105473505923,"score_gpt":0.2102810065264082,"score_spread":0.2012269010529023,"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."}}