{"id":"W6999665519","doi":"","title":"Derelict Boats in Florida Harbors Pose Environmental Threats","year":2023,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Activity-based costing; Order (exchange); Wildlife; Economic cost; Cost–benefit analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001933957,0.0003469353,0.0003603972,0.0006342535,0.0001922454,0.0001059136,0.0004862467,0.000189062,0.00009796989],"category_scores_gemma":[0.00005200895,0.0004048164,0.0001329281,0.001167722,0.0001159087,0.000867908,0.00043136,0.0008559076,0.0005523879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003507837,"about_ca_system_score_gemma":0.0000264385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000466012,"about_ca_topic_score_gemma":0.0001944105,"domain_scores_codex":[0.9983026,0.00005654346,0.0002457986,0.0003815806,0.0003072967,0.000706177],"domain_scores_gemma":[0.999087,0.0001836511,0.00002017436,0.0004461355,0.0000167796,0.000246226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006472685,0.001283414,0.6407611,0.0007656039,0.002267775,0.01213836,0.003822211,0.1138008,0.01359714,0.07698803,0.04038109,0.09354718],"study_design_scores_gemma":[0.003112122,0.0002534101,0.8093827,0.0001532799,0.0001627327,0.00002570561,0.00114577,0.0271487,0.00133536,0.0009146891,0.1546973,0.001668264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.96483,0.0004788488,0.00040992,0.0003672609,0.0006151612,0.0002611274,0.00005609819,0.001104568,0.03187703],"genre_scores_gemma":[0.9963216,0.0005683605,0.0002542202,0.00003701169,0.00009082169,0.000004073832,0.00005277332,0.00005912721,0.002612049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1686216,"threshold_uncertainty_score":0.9998404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547935243759893,"score_gpt":0.186530429139383,"score_spread":0.1710510767017841,"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."}}