{"id":"W3090827335","doi":"10.5539/enrr.v10n3p27","title":"Cigarette Butt Disposal Behavior: A Case Study of a Public Beach on Jekyll Island, Georgia, USA","year":2020,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Nebraska-Lincoln","keywords":"Litter; Cigarette smoking; Qualitative research; Feeling; Environmental health; Psychology; Social psychology; Medicine; Engineering; Sociology; Social science; Waste management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006604204,0.0003554745,0.0002872986,0.0006319243,0.005908385,0.0009961578,0.0009197872,0.001366093,0.001577583],"category_scores_gemma":[0.001365217,0.0003467962,0.0002684739,0.0007821371,0.0009954248,0.0006376341,0.001377804,0.001028693,0.0001959127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281577,"about_ca_system_score_gemma":0.002648398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.102957,"about_ca_topic_score_gemma":0.4410483,"domain_scores_codex":[0.999536,0.0001899978,0.00001969851,0.0000491791,0.00008096418,0.0001242648],"domain_scores_gemma":[0.9993615,0.0001912707,0.0001213923,0.00004372936,0.0001291991,0.0001530362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001266182,0.001914845,0.4488893,0.0004039751,0.00007684033,0.07915881,0.3966264,0.000604075,0.01116578,0.001228686,0.003533602,0.05627107],"study_design_scores_gemma":[0.000007663045,0.0005844495,0.2270364,0.0001965087,0.00005325421,0.008263802,0.7492593,0.0009646794,0.001414914,0.0001922016,0.01198406,0.00004283333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983143,0.00005203206,0.0001746835,0.0002243896,0.000004534408,0.00002916616,0.00001914273,0.000003861319,0.001177965],"genre_scores_gemma":[0.9952088,0.0004261214,0.00117263,0.0003750824,0.000005328246,0.00003960433,0.00004453344,0.000008937168,0.002719081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.102957,"threshold_uncertainty_score":0.2047155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04287999030903768,"score_gpt":0.324595551213736,"score_spread":0.2817155609046983,"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."}}