{"id":"W4413526923","doi":"10.64628/aap.wjs3trmk9","title":"Comprendre le rôle du couvert de neige en forêt pour mieux prédire le risque d’inondation","year":2023,"lang":"fr","type":"article","venue":"","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science","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":[0.00462385,0.000545586,0.0004837195,0.000682077,0.001209488,0.003319019,0.0009304384,0.00174955,0.009885949],"category_scores_gemma":[0.02363968,0.000204329,0.0007145311,0.0003071165,0.00118716,0.002792791,0.000782894,0.001955788,0.0006349909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001358374,"about_ca_system_score_gemma":0.002240842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01929154,"about_ca_topic_score_gemma":0.04403677,"domain_scores_codex":[0.998531,0.0006200767,0.00007806809,0.0002193035,0.000313931,0.0002376166],"domain_scores_gemma":[0.9820808,0.01174172,0.001950634,0.0008541347,0.001956243,0.001416397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004024303,0.0009496172,0.7097511,0.0004293773,0.0008959572,0.001207208,0.004683086,0.004972314,0.009779303,0.02165131,0.003236003,0.2384205],"study_design_scores_gemma":[0.0001321888,0.001171197,0.8736696,0.0009988182,0.0009345583,0.003277495,0.00815387,0.01281678,0.01134492,0.03292928,0.05441376,0.0001574541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9463266,0.006081934,0.01118334,0.007960175,0.0006822621,0.00004414357,0.0003954528,0.00007421336,0.02725186],"genre_scores_gemma":[0.9895527,0.0005735292,0.004581507,0.0003325964,0.0001032146,0.00001563604,0.00009235526,0.00005187839,0.004696589],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01929154,"threshold_uncertainty_score":0.03835851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007815425072165203,"score_gpt":0.2163204691902305,"score_spread":0.2085050441180653,"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."}}