{"id":"W131915510","doi":"10.5006/c2001-01480","title":"On-Board Hypochlorite Generation for Biofouling Control","year":2001,"lang":"en","type":"article","venue":"","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Royal Military College of Canada","funders":"","keywords":"Biofouling; Hypochlorite; Corrosion; Materials science; Chemistry; Metallurgy; Membrane","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001869285,0.0003380421,0.0002256324,0.0002706585,0.0002032097,0.0004025382,0.000417531,0.0002563151,0.001145866],"category_scores_gemma":[0.000175909,0.0001307801,0.000180521,0.0001293145,0.0002265365,0.0001382031,0.0001990975,0.0002446444,0.000166503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006829873,"about_ca_system_score_gemma":0.0005076583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006131554,"about_ca_topic_score_gemma":0.01112908,"domain_scores_codex":[0.9998085,0.00002179638,0.000006474357,0.00002968826,0.0001010443,0.0000325446],"domain_scores_gemma":[0.9997754,0.00002910305,0.00006106446,0.00001654291,0.00009051031,0.00002752819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001075138,0.00003151826,0.0005205996,0.00003748497,0.000002891788,0.00001746476,0.000008109377,0.0003814171,0.9949705,0.00003317315,0.00006366771,0.003825785],"study_design_scores_gemma":[0.0000227978,0.0004792325,0.00189072,0.00000330803,0.00001242803,0.00003773037,0.00001053507,0.002831457,0.9933751,0.00001720575,0.001315086,0.000004289139],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837853,0.0006008246,0.01343979,0.00009078468,0.00003920186,0.000090811,0.0001127762,0.000227342,0.001613221],"genre_scores_gemma":[0.9917715,0.0002615839,0.005132515,0.00003510517,0.000006873538,0.0000216727,0.0001294559,0.00001998985,0.002621224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006131554,"threshold_uncertainty_score":0.01219171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021130964059008,"score_gpt":0.1887104820056828,"score_spread":0.1784991723650927,"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."}}