{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002248882,0.0002180228,0.0002354423,0.001766946,0.001687103,0.001079517,0.0005984565,0.0004978485,0.001933411],"category_scores_gemma":[0.000645888,0.0001821169,0.0005325711,0.002415353,0.0003348285,0.0003370919,0.0009577309,0.0005122308,0.0001241113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01513696,"about_ca_system_score_gemma":0.008163519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.982479,"about_ca_topic_score_gemma":0.9878377,"domain_scores_codex":[0.9998766,0.00001225355,0.000006629785,0.00001840408,0.00002456233,0.00006146264],"domain_scores_gemma":[0.999752,0.00003015284,0.00005027082,0.000004660053,0.0001082764,0.00005453745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001192319,0.0000918076,0.9655347,0.00005644188,0.0002384499,0.000792562,0.002168095,0.01274938,0.001085368,0.002852712,0.001548777,0.01276241],"study_design_scores_gemma":[0.000007727745,0.00001961154,0.9713054,0.00006425632,0.0000725119,0.00005934259,0.01095677,0.01311364,0.0002486821,0.0004228237,0.003709954,0.00001926739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936839,0.0003474869,0.0003568023,0.0004421789,0.000008595446,0.0000161228,0.0009202715,0.000005045769,0.004219537],"genre_scores_gemma":[0.9948552,0.0004870139,0.000583634,0.00007894592,0.000006616361,0.00001515023,0.0006555282,0.000006398245,0.003311451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01752102,"threshold_uncertainty_score":0.1098269,"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."}}