{"id":"W1984692048","doi":"10.7901/2169-3358-2008-1-597","title":"DEVELOPING GUIDELINES FOR JOINT TRANS-BOUNDARY RESOURCE AGENCY INPUT TO DISPERSANT USE, IN-SITUBURNING, AND PLACES OF REFUGE DECISION-MAKING: THE CANADA/UNITED States Dixon Entrance Example","year":2008,"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":"Environment and Climate Change Canada","funders":"","keywords":"Resource (disambiguation); Stakeholder; Environmental planning; Agency (philosophy); Contingency plan; Geography; Jurisdiction; Political science; Environmental resource management; Operations research; Environmental protection; Engineering; Management; Law; Environmental science; Sociology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003012609,0.000161991,0.0001649001,0.0001245407,0.0002039719,0.00007927921,0.0002825501,0.00004586473,0.0001148677],"category_scores_gemma":[0.0007597624,0.0001280462,0.00003369654,0.0002906172,0.0001542265,0.000289921,0.00009565352,0.0001122112,0.000001827462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867276,"about_ca_system_score_gemma":0.00009901648,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03387487,"about_ca_topic_score_gemma":0.06748135,"domain_scores_codex":[0.998449,0.00001028539,0.0004923583,0.0003429507,0.0004880494,0.0002174065],"domain_scores_gemma":[0.9992338,0.0001552331,0.0001822583,0.00006910622,0.0002850954,0.00007447363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001946735,0.0002513377,0.4426557,0.0003706675,0.000219743,0.00005145649,0.05734014,0.009999626,0.08182723,0.0185872,0.02354763,0.3632025],"study_design_scores_gemma":[0.0009515419,0.0001676778,0.3244823,0.0009026742,0.00001639504,0.00006672605,0.001429274,0.02364967,0.01130095,0.002219335,0.6342722,0.0005411979],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898238,0.00003655875,0.006153238,0.00294196,0.00013421,0.0001854827,0.00002883497,0.00001952336,0.000676382],"genre_scores_gemma":[0.9910068,0.0002361175,0.00701657,0.001406822,0.00003317294,0.00005404743,0.0000156788,0.00001295544,0.0002178313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6107246,"threshold_uncertainty_score":0.9725586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06440162243064328,"score_gpt":0.2880399429916826,"score_spread":0.2236383205610393,"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."}}