{"id":"W6926436674","doi":"10.24400/527896/a03-2022.3472","title":"Dynamics of the North Pacific “garbage patch” observed with a suite of Lagrangian instruments for ecological applications","year":2022,"lang":"en","type":"article","venue":"Centre National d’Etudes Spatiales","topic":"Diphtheria, Corynebacterium, and Tetanus","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Debris; Ecosystem; Garbage; Pelagic zone; Lagrangian; Dominance (genetics); Range (aeronautics); Patch dynamics","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":[0.00009915679,0.000176763,0.0001156118,0.0003816148,0.0003143597,0.0001955173,0.0002298873,0.0001542594,0.0007159833],"category_scores_gemma":[0.0002355323,0.0001183795,0.000141534,0.0003549686,0.0001702389,0.0001792427,0.0002382464,0.0002489815,0.00007075536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001822309,"about_ca_system_score_gemma":0.0002178965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01867899,"about_ca_topic_score_gemma":0.02464421,"domain_scores_codex":[0.9999754,0.000003385144,0.000001060324,0.000006263294,0.000008435806,0.000005406485],"domain_scores_gemma":[0.9998751,0.00002819591,0.00003141197,0.0000147773,0.00002292147,0.00002757495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003721663,0.0002562811,0.8190409,0.000104884,0.0001343726,0.001049461,0.0008890374,0.05527082,0.08441435,0.0007221439,0.001212967,0.03653258],"study_design_scores_gemma":[0.00001417589,0.0001805102,0.8513238,0.0000144935,0.00003340075,0.0001532239,0.0004037673,0.1427202,0.004178474,0.0001713721,0.0007872143,0.00001937757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986992,0.00001806165,0.0004688492,0.000009252885,0.000001538278,0.000006124445,0.0001506254,0.00002298287,0.0006233814],"genre_scores_gemma":[0.9984586,0.00003971521,0.001031193,0.00000377049,0.000001516417,0.000007520629,0.0002392791,0.000004843007,0.0002135398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01867899,"threshold_uncertainty_score":0.03714055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226192336845729,"score_gpt":0.2105439579317435,"score_spread":0.1982820345632862,"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."}}