{"id":"W4391033284","doi":"10.3389/fmars.2023.1323477","title":"Public awareness and perceptions of ocean plastic pollution and support for solutions in the United States","year":2024,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Microplastics; Plastic pollution; Marine life; Wildlife; Marine pollution; Focus group; Pollution; Environmental protection; Environmental planning; Environmental resource management; Environmental science; Geography; Business; Fishery; Oceanography; Ecology; Marketing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008308599,0.00007211873,0.00007903974,0.0003181339,0.0001984721,0.00006432521,0.0001608105,0.00002605371,0.00004399859],"category_scores_gemma":[0.0002287307,0.00005491154,0.00001181892,0.001097871,0.0009422685,0.0002430744,0.0001845042,0.00008191519,0.000001568303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009834849,"about_ca_system_score_gemma":0.00006116226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000300969,"about_ca_topic_score_gemma":0.0002064027,"domain_scores_codex":[0.9991523,0.00002822742,0.0001541345,0.0002365944,0.0001705995,0.0002581145],"domain_scores_gemma":[0.999699,0.0001298256,0.0000237332,0.00008748229,0.00000992633,0.00005002465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002616741,0.0001046195,0.9579568,0.00008811005,0.000005617836,0.000004919889,0.003028335,0.00754254,0.003625433,0.006454763,0.006797045,0.01436568],"study_design_scores_gemma":[0.0001670795,0.00007375775,0.7018215,0.00002004715,0.000009439825,0.00001275055,0.0009863528,0.2885387,0.00001724944,0.006353275,0.001911726,0.0000881285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386813,0.00001688037,0.0600255,0.0004836435,0.0003577996,0.0001766164,0.0001030358,0.000009821464,0.0001453913],"genre_scores_gemma":[0.9944094,0.00009347586,0.005355428,0.00003535768,0.000008404712,0.00000773264,0.000025923,0.000003380665,0.00006084568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2809962,"threshold_uncertainty_score":0.3471828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503217928176091,"score_gpt":0.232517304034021,"score_spread":0.2174851247522601,"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."}}