{"id":"W2016024333","doi":"10.4043/21997-ms","title":"Produced Water - Impact and Analysis Challenges in Cold Regions","year":2011,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"American Bureau of Shipping","keywords":"Environmental science; Dilution; Pollutant; Produced water; Dissolution; Ice formation; Environmental chemistry; Environmental engineering; Chemistry; Geology; Atmospheric sciences","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003945038,0.0006172939,0.0009272334,0.002328243,0.0008650853,0.003734514,0.001649484,0.001314651,0.003501927],"category_scores_gemma":[0.006096285,0.0003608574,0.0008259125,0.00345602,0.001039541,0.003385388,0.00231516,0.001642867,0.00111978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003382073,"about_ca_system_score_gemma":0.002757579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04077494,"about_ca_topic_score_gemma":0.04123305,"domain_scores_codex":[0.9972549,0.0006090224,0.0001142442,0.0003557539,0.001440409,0.0002257261],"domain_scores_gemma":[0.9921246,0.002022042,0.0005859519,0.000424387,0.004487896,0.0003551301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007383918,0.0004180801,0.1017928,0.005155722,0.0006739915,0.002961913,0.001698911,0.2199876,0.05227353,0.03902536,0.07026212,0.5050116],"study_design_scores_gemma":[0.00007378029,0.0006622967,0.1468023,0.002172977,0.0003625831,0.001051711,0.01609353,0.2884948,0.05579836,0.1046367,0.3834372,0.0004135817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5167698,0.03697992,0.26557,0.06555113,0.002191722,0.0007559004,0.02747991,0.003723322,0.08097827],"genre_scores_gemma":[0.8735654,0.01643974,0.08803669,0.003240871,0.0006210065,0.0003043581,0.007214269,0.001085793,0.00949174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04077494,"threshold_uncertainty_score":0.08107519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04614693806817466,"score_gpt":0.2413972163533381,"score_spread":0.1952502782851635,"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."}}