{"id":"W4389051853","doi":"10.5376/ijms.2023.13.0004","title":"Microplastic Pollution in the Coast of Tarragona","year":2023,"lang":"en","type":"article","venue":"International Journal of Marine Science","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microplastics; Seawater; Environmental science; Mediterranean sea; Pollution; Buoy; Sampling (signal processing); Oceanography; Mediterranean climate; Marine pollution; Geography; Geology; Engineering; Ecology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320261,0.00005433698,0.00007379054,0.0002387421,0.00004467865,0.00003070743,0.0008130098,0.0000155828,0.0003080487],"category_scores_gemma":[0.0005053149,0.00003661561,0.00003721318,0.000735826,0.0003499228,0.0002150173,0.000323171,0.0001124082,0.00006696985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090899,"about_ca_system_score_gemma":0.00006604031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001797008,"about_ca_topic_score_gemma":0.0001432294,"domain_scores_codex":[0.9985726,0.00002911378,0.0003046047,0.00009174657,0.0008588303,0.0001431256],"domain_scores_gemma":[0.9994789,0.000127635,0.0002178917,0.00007278928,0.00006510516,0.00003770523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002764294,0.0003430053,0.2454214,0.000009424667,0.00002844327,0.0001997139,0.002458287,0.06960561,0.5969832,0.003771091,0.01814301,0.06276044],"study_design_scores_gemma":[0.0004782189,0.0001188297,0.9808275,0.00003637273,0.000006821393,0.0002945094,0.0002759261,0.005837877,0.003996511,0.002991688,0.005055508,0.00008020939],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944054,0.000002936902,0.001134016,0.000918515,0.00161402,0.00003504198,0.000009269093,0.000002897219,0.001877919],"genre_scores_gemma":[0.9992265,0.00002745436,0.000476223,0.0001086588,0.0001097137,4.599076e-7,0.000001268399,0.000002157252,0.00004754537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7354062,"threshold_uncertainty_score":0.3372917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009206544294633943,"score_gpt":0.2435838221708864,"score_spread":0.2343772778762525,"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."}}