{"id":"W7105652424","doi":"10.24400/527896/a03-2025.2868","title":"PRELIMINARY RESULTS OF FLOATECO: EXPERIMENTAL STUDY OF PHYSICAL AND BIOLOGICAL PROCESSES MAINTAINING THE FLOATING PELAGIC ECOSYSTEM","year":2025,"lang":"","type":"article","venue":"Centre National d’Etudes Spatiales","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Drifter; Debris; Marine debris; Eddy; Pelagic zone; Mesoscale meteorology; Ocean current; Submarine pipeline","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006554981,0.0003310587,0.000533107,0.00008037526,0.0004397726,0.00007717606,0.0004608311,0.0001162915,0.00008028768],"category_scores_gemma":[0.000936062,0.0002208036,0.00009379441,0.0008996363,0.0004843524,0.0002145617,0.0001577327,0.0002052732,0.000002560191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001897505,"about_ca_system_score_gemma":0.0004906244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003749096,"about_ca_topic_score_gemma":0.0008362957,"domain_scores_codex":[0.9971725,0.000334191,0.0008764376,0.0005643804,0.0007201905,0.0003322808],"domain_scores_gemma":[0.9965224,0.002155949,0.0005832383,0.0001630934,0.000497252,0.00007812105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004093057,0.006528998,0.9047152,0.002153536,0.000935172,0.00001991637,0.04749202,0.01865253,0.0004811198,0.002435604,0.0002632988,0.01222959],"study_design_scores_gemma":[0.008407368,0.01484168,0.5434644,0.003144107,0.0005334073,0.00002376395,0.3027409,0.1101479,0.01183233,0.002541363,0.001093118,0.001229658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889763,0.0077022,0.00002772513,0.0002614297,0.0001864898,0.0007560676,0.0003473964,0.00002381804,0.001718576],"genre_scores_gemma":[0.9992139,0.0002917521,0.0001863195,0.00003034597,0.0001436472,0.000004131478,0.00008011305,0.000005751885,0.00004404937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3612508,"threshold_uncertainty_score":0.9004109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005495649703187,"score_gpt":0.25495813357887,"score_spread":0.2349031770818382,"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."}}