{"id":"W7052342013","doi":"","title":"Plus-value hydrologique du post-traitement de la prévision météorologique d'ensemble","year":2019,"lang":"fr","type":"other","venue":"Corpus Université Laval (Université Laval)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsoil; Urban environment; Context (archaeology)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005197414,0.00106189,0.001035677,0.0005459342,0.0005130676,0.0001406157,0.001487678,0.001949536,0.002469571],"category_scores_gemma":[0.00008860735,0.001178454,0.0005767937,0.0005893279,0.0003932607,0.0003148816,0.0008683275,0.001595031,0.0009831152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003231361,"about_ca_system_score_gemma":0.0007507238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482749,"about_ca_topic_score_gemma":0.002869436,"domain_scores_codex":[0.9960646,0.0005997699,0.0004597528,0.001161179,0.0004835924,0.001231098],"domain_scores_gemma":[0.9970831,0.0006223072,0.0003215283,0.001106845,0.0002346727,0.0006314939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000742884,0.0006079504,0.002018439,0.001225483,0.00108749,0.001475502,0.007853769,0.09660756,0.1410324,0.6627761,0.02230291,0.06226952],"study_design_scores_gemma":[0.002470418,0.0009255825,0.002623489,0.0003764495,0.0007087605,0.0001741033,0.001316508,0.03953771,0.005154549,0.00049744,0.9447626,0.001452385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1199265,0.004453753,0.01473586,0.007101242,0.0008269002,0.002044244,0.0002563593,0.001023302,0.8496318],"genre_scores_gemma":[0.2035176,0.01862249,0.005996555,0.0006602346,0.0005377519,0.00001823879,0.0002215747,0.0005743764,0.7698511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9224597,"threshold_uncertainty_score":0.9997947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004236134326030905,"score_gpt":0.1737608131280172,"score_spread":0.1695246788019864,"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."}}