{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009506627,0.0001007654,0.0001225549,0.00002539433,0.0001295645,0.000007871123,0.0002639121,0.00004302944,0.0000452157],"category_scores_gemma":[0.00003742975,0.00007603393,0.00009968901,0.0001231925,0.0001113865,0.000003662506,0.0001565228,0.00004992535,3.395592e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004730365,"about_ca_system_score_gemma":0.000150645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002488301,"about_ca_topic_score_gemma":0.001986307,"domain_scores_codex":[0.9991705,0.0000558147,0.0002012762,0.0001973483,0.0002499571,0.0001250669],"domain_scores_gemma":[0.9993455,0.00003417623,0.0001998187,0.0001753563,0.0002160551,0.00002903562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007105195,0.001855004,0.9187401,0.0002060369,0.0005035931,9.727573e-7,0.0003041748,0.001289051,0.05211404,0.01587056,0.0003645953,0.00804137],"study_design_scores_gemma":[0.003165828,0.001018165,0.9356995,0.00002558856,0.0001505587,0.00001168612,0.001045768,0.001458918,0.0171604,0.001974469,0.03778011,0.0005090458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960963,0.00004121786,0.0004974675,0.0003125868,0.00006283468,0.0006080376,0.00172822,0.000006001023,0.0006473861],"genre_scores_gemma":[0.9974536,0.00001339032,0.0004247537,0.00004739074,0.00004050026,0.0001475778,0.001608573,0.00001233422,0.0002518768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03741551,"threshold_uncertainty_score":0.3100574,"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."}}