{"id":"W1994320931","doi":"10.1016/j.marpolbul.2008.08.022","title":"Plastics and beaches: A degrading relationship","year":2008,"lang":"en","type":"article","venue":"Marine Pollution Bulletin","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":665,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Debris; Weathering; Erosion; Coastal erosion; Aeolian processes; Geology; Deposition (geology); Microplastics; Degradation (telecommunications); Materials science; Mineralogy; Geochemistry; Oceanography; Geomorphology; Sediment","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":[0.0004115269,0.00034605,0.000201849,0.001309437,0.0005440341,0.001734607,0.0002718605,0.0004954141,0.01293501],"category_scores_gemma":[0.003721305,0.0002291103,0.0004257454,0.001551795,0.0005831604,0.001017515,0.0009581585,0.0005844688,0.0006062248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003828061,"about_ca_system_score_gemma":0.0004499605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01093378,"about_ca_topic_score_gemma":0.02238943,"domain_scores_codex":[0.9996711,0.0001065279,0.00003501279,0.0000562205,0.00008381744,0.00004735974],"domain_scores_gemma":[0.995171,0.001960498,0.001153645,0.0002570944,0.0007456898,0.0007120407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004021019,0.0001012815,0.9692135,0.00005585627,0.0002030916,0.0002547209,0.0003444789,0.0001460286,0.002444661,0.0007956459,0.0003170699,0.02572162],"study_design_scores_gemma":[0.000002787972,0.0001194318,0.9969258,0.0000166993,0.00008587621,0.0002231727,0.0007369554,0.0001144723,0.0003526873,0.0002982851,0.001118919,0.000004980907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737524,0.005394081,0.0008262169,0.001652271,0.00005065345,0.00001304057,0.000637115,0.00002122153,0.01765304],"genre_scores_gemma":[0.9912718,0.003241694,0.0004109624,0.0001151337,0.00004631698,0.000002788632,0.0001767231,0.000009052728,0.004725549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01293501,"threshold_uncertainty_score":0.0432719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683605354009215,"score_gpt":0.1894853207350831,"score_spread":0.1726492671949909,"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."}}