{"id":"W4232953054","doi":"10.1289/ehp.116-a380b","title":"The Beat","year":2008,"lang":"en","type":"article","venue":"Environmental Health Perspectives","topic":"Maritime Transport Emissions and Efficiency","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Declaration; Montreal Protocol; Business; General partnership; Pace; Hazardous waste; Kyoto Protocol; Environmental protection; Environmental science; Climate change; Engineering; Waste management; Political science; Finance; Ozone layer; Meteorology; Law; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001469504,0.0006448356,0.0005048597,0.001291843,0.003186854,0.007082331,0.00112796,0.00354203,0.4587561],"category_scores_gemma":[0.008824875,0.0002891573,0.000442234,0.0007434524,0.001285621,0.002845952,0.004455276,0.005182165,0.3184865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001530536,"about_ca_system_score_gemma":0.003158872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002627709,"about_ca_topic_score_gemma":0.006157294,"domain_scores_codex":[0.9981909,0.0002643662,0.00006187855,0.000328713,0.0008196685,0.0003345317],"domain_scores_gemma":[0.9959399,0.000357256,0.0001372177,0.0003752137,0.001338975,0.00185148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001637895,0.00001131595,0.000111279,0.00001861586,0.000001916217,0.00004509837,0.00004075643,0.00001215293,0.00005490981,0.006769564,0.9485124,0.04440566],"study_design_scores_gemma":[0.000003189316,0.000004792824,0.00009898573,0.00002613904,8.290016e-7,0.00005310977,0.00005832789,0.000009915528,0.0000197926,0.001281167,0.9984415,0.000002265376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007171964,0.006383614,0.001695293,0.1147686,0.1239482,0.00007353508,0.0005441699,0.0004987439,0.7513707],"genre_scores_gemma":[0.002711639,0.001216809,0.0003131373,0.01487609,0.006877055,0.00002671236,0.000150025,0.0001537551,0.9736747],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5412439,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008719178771649889,"score_gpt":0.230120247885857,"score_spread":0.2214010691142071,"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."}}