{"id":"W294466478","doi":"10.21236/ada391721","title":"Plasma Pulse Technology to Control Zebra Mussel Biofouling","year":2000,"lang":"en","type":"report","venue":"","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofouling; Mussel; Zebra mussel; Environmental science; Pulse (music); Fishery; Engineering; Biology; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000203293,0.0003175127,0.0002300233,0.0002408203,0.0002277565,0.0003063009,0.0003027785,0.0003311956,0.0009425526],"category_scores_gemma":[0.0001785935,0.0001499028,0.0002240474,0.0002188812,0.0002261705,0.0002398748,0.000267987,0.0006048243,0.0002382074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214059,"about_ca_system_score_gemma":0.0002229257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001077565,"about_ca_topic_score_gemma":0.001813758,"domain_scores_codex":[0.9997565,0.00002272206,0.00001368554,0.00004764277,0.0001316548,0.00002771837],"domain_scores_gemma":[0.999886,0.00002683713,0.00002634797,0.00001284611,0.00003442796,0.00001353717],"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":[0.00003190271,0.00001485256,0.0001805537,0.00006427515,0.000005453164,0.00003845658,0.00001883468,0.0002621879,0.9913664,0.0001083248,0.0001212237,0.007787515],"study_design_scores_gemma":[0.00002072221,0.0003644881,0.00264617,0.000006507563,0.00001431256,0.0002266495,0.00001475907,0.001893931,0.9877018,0.0000635674,0.007039485,0.000007581422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8153521,0.008303296,0.1634821,0.0008189997,0.0001677198,0.0002969503,0.0004912734,0.001973861,0.009113597],"genre_scores_gemma":[0.9267274,0.004299907,0.05288471,0.0003800919,0.00003305939,0.0002152417,0.0003662104,0.00008005682,0.01501326],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.001077565,"threshold_uncertainty_score":0.003153145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167766466586693,"score_gpt":0.2643587182560139,"score_spread":0.2526810535901469,"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."}}