{"id":"W2049286703","doi":"10.7901/2169-3358-2001-2-923","title":"RESPONDING TO THE BIG SPILL OF 20111","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Digital and Cyber Forensics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada)","funders":"","keywords":"Dissemination; Oil spill; The Internet; Computer science; Environmental science; Environmental resource management; Telecommunications; World Wide Web; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002575997,0.0001421818,0.0001364728,0.0003065734,0.00006572472,0.0003731304,0.001870926,0.0000397854,0.00004380981],"category_scores_gemma":[0.0001708944,0.0001018572,0.00006991254,0.000729511,0.00007184303,0.0004530385,0.0005010912,0.0001136385,0.0001711383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004397858,"about_ca_system_score_gemma":0.00006985432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004274679,"about_ca_topic_score_gemma":0.00001430312,"domain_scores_codex":[0.9985763,0.00000394848,0.0002895968,0.0003233427,0.000570209,0.0002366132],"domain_scores_gemma":[0.9987373,0.00003654279,0.0001459754,0.0001691245,0.0008109139,0.00010008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002870801,0.0000267875,0.002710952,0.000005708821,0.00002140637,0.000005284822,0.001125046,0.000004927062,0.001855072,0.7922795,0.001793637,0.200143],"study_design_scores_gemma":[0.0008394372,0.0005135747,0.01769251,0.0004849458,0.00001897903,0.0002503079,0.0007335846,0.01382417,0.02113064,0.1150636,0.8285885,0.000859701],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4947236,0.00003516827,0.02121693,0.02109636,0.001652729,0.0001004335,0.00001241019,0.0001392359,0.4610231],"genre_scores_gemma":[0.9892146,0.00003633221,0.0021498,0.0009588821,0.0001916414,0.00001715964,0.000001850382,0.000007704012,0.007422002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8267949,"threshold_uncertainty_score":0.4153616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03018035844185915,"score_gpt":0.2543135937052746,"score_spread":0.2241332352634154,"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."}}