{"id":"W25945879","doi":"10.1080/15384101.2015.1044179","title":"Estimation des concentrations de sédiments en suspension dans le fleuve Saint-Jean (Nouveau-Brunswick) et établissement de liens avec les données météorologiques locales.","year":2010,"lang":"en","type":"article","venue":"","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Forestry; Humanities; Art; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006781625,0.0001684247,0.0001128663,0.00004490043,0.0004574445,0.00009738969,0.0001621337,0.000160096,0.001269428],"category_scores_gemma":[0.0001920611,0.0001541844,0.00005493817,0.0001275728,0.0003697041,0.0004595852,0.00009528988,0.0002469769,0.00014568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004820928,"about_ca_system_score_gemma":0.00008004261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01733248,"about_ca_topic_score_gemma":0.08042841,"domain_scores_codex":[0.9986705,0.0001933915,0.0002497481,0.0003059168,0.0002235434,0.0003568569],"domain_scores_gemma":[0.9993876,0.0001122114,0.00008942693,0.000208762,0.00002214987,0.0001799141],"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":[0.00002224803,0.0002657582,0.1891778,0.00001143326,0.00001655572,0.000006441343,0.004573334,0.0155806,0.7420623,0.01079678,0.000819515,0.03666727],"study_design_scores_gemma":[0.0004364206,0.0001503108,0.3961955,0.00001764772,0.00002314631,0.00002627986,0.001003936,0.0764749,0.519674,0.003303386,0.002435792,0.0002586748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9079976,0.000007625031,0.08549033,0.0009615492,0.0001132329,0.0002550413,0.000003488009,0.0001831392,0.004988008],"genre_scores_gemma":[0.9709126,0.00006497021,0.02748131,0.0005196593,0.00002809663,0.00002832259,0.0000380563,0.00001655743,0.0009104218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2223883,"threshold_uncertainty_score":0.9996436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009443654029167978,"score_gpt":0.2430431790618836,"score_spread":0.2335995250327156,"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."}}