{"id":"W7057373371","doi":"","title":"A Lagrangian approach to marine plastic pollution in Macaronesia from lobster fisheries in USA and Canada","year":2023,"lang":"en","type":"dissertation","venue":"Acceda (Universidad de Las Palmas de Gran Canaria)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Plastic pollution; Fishing; Lagrangian; Pollution; Marine debris","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001182447,0.000296468,0.0003716178,0.0005574097,0.00009357097,0.00009403707,0.0003367215,0.0001654713,0.008136242],"category_scores_gemma":[0.00002609279,0.0003706435,0.00005360727,0.0006726661,0.00002738173,0.00005020346,0.0001226712,0.0004414832,0.00001169258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829855,"about_ca_system_score_gemma":0.001161823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867268,"about_ca_topic_score_gemma":0.9964964,"domain_scores_codex":[0.9981866,0.0000948295,0.0002532565,0.0005144699,0.0003640689,0.0005867459],"domain_scores_gemma":[0.9991872,0.0001609329,0.00008938167,0.0002589655,0.00005014149,0.0002533505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006128623,0.0001314418,0.8833828,0.0002665188,0.0002051367,0.0003393927,0.004731949,0.0003713168,0.00071556,0.002623717,0.04023179,0.06638749],"study_design_scores_gemma":[0.001171451,0.00003439817,0.9734656,0.00009475864,0.00005136766,6.465145e-7,0.01452967,0.001858299,0.0000275097,0.0002460087,0.008132574,0.0003876788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404814,0.00001620681,0.00007011277,0.00101019,0.0001651688,0.000544915,0.0001928916,0.00001224063,0.0575069],"genre_scores_gemma":[0.9744915,0.00000900651,0.0002283371,0.0001078326,0.00008028933,0.000073141,0.001499787,0.00003958326,0.02347051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09008282,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00985753420220991,"score_gpt":0.2283417938327889,"score_spread":0.218484259630579,"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."}}