{"id":"W4220838298","doi":"10.1016/j.marpolbul.2022.113525","title":"Seasonal deposition of marine debris on an important marine turtle nesting beach in Costa Rica","year":2022,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Marine debris; Debris; Wildlife; Geography; Sea turtle; Endangered species; Marine pollution; Fishery; Habitat; Critically endangered; Environmental science; Turtle (robot); Pollution; Environmental protection; Ecology; Biology","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":[0.0001572153,0.0001800637,0.0001808218,0.0008163436,0.0005331491,0.0004749369,0.0003134574,0.0003103805,0.0008589366],"category_scores_gemma":[0.0003920629,0.0001665168,0.0002027655,0.0006768384,0.0002360699,0.0001782332,0.000628642,0.0001378072,0.000193882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009562957,"about_ca_system_score_gemma":0.0004549575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1792939,"about_ca_topic_score_gemma":0.4085013,"domain_scores_codex":[0.9999372,0.00000984233,0.000006165202,0.00001497746,0.00001436923,0.00001739314],"domain_scores_gemma":[0.9997465,0.0000282415,0.00009526463,0.00001558374,0.00006873843,0.00004561954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001193753,0.000030114,0.988417,0.00003707645,0.00008189255,0.0003532056,0.0008045131,0.0002389482,0.006019451,0.00003442756,0.0002709718,0.003592899],"study_design_scores_gemma":[7.959733e-7,0.000005493914,0.9995148,0.000002267699,0.000005304736,0.00001999716,0.0001835139,0.000074703,0.00005636276,0.000001563224,0.0001345498,7.207222e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998591,0.00008351954,0.00002289906,0.00002111409,0.000001618982,0.000004336344,0.0002815418,0.000004819151,0.0009890925],"genre_scores_gemma":[0.9990282,0.00008451564,0.00008214309,0.00001272202,0.000002434492,0.000005815739,0.0002458163,0.000002652831,0.0005356257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1792939,"threshold_uncertainty_score":0.3565005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006489870032074089,"score_gpt":0.1986327416901531,"score_spread":0.192142871658079,"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."}}