{"id":"W4292513315","doi":"10.47193/mafis.3532022010907","title":"Microplastics found in the World Heritage Site Cocos Island National Park, Costa Rica","year":2022,"lang":"en","type":"article","venue":"Marine and Fishery Sciences (MAFIS)","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Celiac Association","keywords":"Fishery; Environmental science; Microplastics; Fishing; Biota; Marine habitats; Pelagic zone; Oceanography; Marine protected area; Marine life; Sediment; Habitat; Otter; Geography; Ecology; Geology; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009225893,0.0001258376,0.000109848,0.00008904466,0.0007015881,0.000159087,0.000333226,0.0000218596,0.004335016],"category_scores_gemma":[0.00008116111,0.00009585488,0.00002420048,0.0009562419,0.0004014044,0.0001735056,0.000539794,0.0002278373,0.00005880822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000101374,"about_ca_system_score_gemma":0.00003876383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007247589,"about_ca_topic_score_gemma":0.01040414,"domain_scores_codex":[0.9984559,0.0001093994,0.0002024145,0.0003342522,0.0005940074,0.0003040679],"domain_scores_gemma":[0.9993646,0.0003943129,0.0000729385,0.0001058919,0.000007788493,0.00005446345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005122069,0.0001931593,0.9256544,0.00001014715,0.000006584401,0.00004265709,0.000752746,0.007407541,0.0009309661,0.0008921202,0.06106983,0.002988637],"study_design_scores_gemma":[0.0005415353,0.000286619,0.5615689,0.000006615504,0.00001194509,0.0001001276,0.0003737676,0.03480935,0.0000121771,0.001943222,0.4000398,0.0003059763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069949,0.00003270256,0.0002150192,0.000858918,0.0003060514,0.0002246714,0.0001193582,0.0000127105,0.09123569],"genre_scores_gemma":[0.9961285,0.00001517051,0.0003942623,0.001237227,0.00004824769,0.00002391796,0.00002450771,0.000005230999,0.002122926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3640855,"threshold_uncertainty_score":0.9965752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01232517126940307,"score_gpt":0.2118595177980702,"score_spread":0.1995343465286671,"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."}}