{"id":"W4328015240","doi":"10.4095/329830","title":"Caractérisation et modélisation des ressources en eau","year":2021,"lang":"fr","type":"report","venue":"","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Mod; Mathematics; Combinatorics","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":[],"consensus_categories":[],"category_scores_codex":[0.003967743,0.00137813,0.0009841523,0.00285377,0.001043558,0.007090229,0.001656224,0.002189371,0.008127184],"category_scores_gemma":[0.01061828,0.0007013291,0.002826168,0.002838709,0.001266543,0.006230981,0.001628909,0.002019665,0.002288819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003848811,"about_ca_system_score_gemma":0.004262058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1303339,"about_ca_topic_score_gemma":0.06775387,"domain_scores_codex":[0.9972038,0.001186417,0.0001498324,0.0004037233,0.0008816937,0.0001746132],"domain_scores_gemma":[0.9962642,0.00222882,0.000161735,0.0005804629,0.0006743101,0.00009045982],"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":[0.0003881548,0.000370065,0.01500645,0.0007272782,0.0001628543,0.0003802675,0.002398922,0.6581843,0.005122984,0.09591006,0.007874785,0.2134739],"study_design_scores_gemma":[0.00003706059,0.00007510539,0.003978203,0.0002168108,0.00005326287,0.0001702373,0.001167102,0.9312398,0.006023678,0.02915002,0.02781491,0.00007386761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1466674,0.00236646,0.78554,0.002216318,0.0002700081,0.0006662459,0.005623895,0.01031634,0.04633331],"genre_scores_gemma":[0.5264995,0.002353948,0.4348924,0.0001079563,0.00006913824,0.0006256567,0.008374196,0.0008821222,0.02619504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1303339,"threshold_uncertainty_score":0.2591506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08125530407559364,"score_gpt":0.3078169449260685,"score_spread":0.2265616408504748,"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."}}