{"id":"W1995545090","doi":"10.7901/2169-3358-2005-1-311","title":"PLACES OF REFUGE GUIDELINES","year":2005,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Transport Canada; Abu Dhabi Education Council; New York State Department of Environmental Conservation","keywords":"Workgroup; Task force; Coast guard; Oil spill; Operationalization; Guard (computer science); Task (project management); Process (computing); Metropolitan area; Technician; Environmental planning; Environmental resource management; Geography; Business; Political science; Environmental protection; Computer science; Engineering; Environmental science; Public administration","routes":{"ca_aff":false,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001860333,0.0001120093,0.0001051562,0.0000642925,0.00004606061,0.00004479931,0.0003067902,0.00005683276,0.004794529],"category_scores_gemma":[0.0001888221,0.0001027317,0.00005065429,0.0001284657,0.0001171823,0.0004419645,0.0001083758,0.00008393982,0.000491072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109113,"about_ca_system_score_gemma":0.00001231013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007699627,"about_ca_topic_score_gemma":0.00005165042,"domain_scores_codex":[0.9988453,0.000003146226,0.0003448372,0.0002348736,0.000436713,0.00013517],"domain_scores_gemma":[0.999451,0.00001037483,0.0001902866,0.00005572458,0.0002273187,0.00006526501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001378894,0.0001728643,0.07158992,0.00003716056,0.00005907078,0.000001232724,0.001234145,0.0004385793,0.3077637,0.0412398,0.01337929,0.5639464],"study_design_scores_gemma":[0.0008521673,0.000135735,0.03595668,0.0001275032,0.00001939491,0.0000333548,0.0002772389,0.01522235,0.1691404,0.002560679,0.7752568,0.000417719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8353567,0.00001392357,0.0001289886,0.003240463,0.0002098611,0.00003302594,0.000006018598,0.00005695667,0.1609541],"genre_scores_gemma":[0.9879164,0.00008472751,0.004742904,0.0005353906,0.0001624805,0.00001590533,0.000004636953,0.000008773753,0.006528789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7618775,"threshold_uncertainty_score":0.9961152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266377115268293,"score_gpt":0.2835976758493706,"score_spread":0.2569599643225413,"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."}}