{"id":"W7065409839","doi":"","title":"Développement de procédés d’oxydation photo-électrocatalytiques pour le traitement des eaux
\\ncontaminées par des produits phytosanitaires.","year":2018,"lang":"fr","type":"dissertation","venue":"EspaceINRS Institutional Digital Repository (Institut National de la Recherche Scientifique)","topic":"Advanced Optical Sensing Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental policy; Pesticide; Agricultural development","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":[0.000249687,0.0004207605,0.0003608984,0.0003521803,0.0002914759,0.0005672892,0.0004521438,0.0005536444,0.002938322],"category_scores_gemma":[0.0004068802,0.0003190965,0.0005339913,0.0003081376,0.0003302604,0.0005455709,0.000198625,0.0006498131,0.001144226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000571096,"about_ca_system_score_gemma":0.000455358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00374108,"about_ca_topic_score_gemma":0.01283104,"domain_scores_codex":[0.9997739,0.00001133514,0.0000127911,0.00006991317,0.0001067963,0.00002535932],"domain_scores_gemma":[0.9997916,0.00003653192,0.0000360719,0.00003471457,0.00008826089,0.00001279689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003739316,0.00002525386,0.000146218,0.0001804252,0.00001175043,0.00007029629,0.00005388838,0.0001701249,0.9862861,0.0001227683,0.000207768,0.01268805],"study_design_scores_gemma":[0.000005171381,0.0001167514,0.001851254,0.000009335993,0.00001995989,0.0000865943,0.00002114874,0.0005675352,0.9876271,0.00002456682,0.009659178,0.00001132906],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8398215,0.007812848,0.1322684,0.0004652488,0.0006823689,0.0005445502,0.001854656,0.001376245,0.01517413],"genre_scores_gemma":[0.8185787,0.006240116,0.1254857,0.0002800741,0.00003754122,0.0003804942,0.001685636,0.0004810553,0.04683071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00374108,"threshold_uncertainty_score":0.0098297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06524157546760244,"score_gpt":0.3295744362851019,"score_spread":0.2643328608174994,"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."}}