{"id":"W2152734262","doi":"10.1111/jfd.12017","title":"Use of agent‐based modelling to predict benefits of cleaner fish in controlling sea lice, <i><scp>L</scp>epeophtheirus salmonis</i>, infestations on farmed <scp>A</scp>tlantic salmon, <i>Salmo salar</i> L.","year":2012,"lang":"en","type":"article","venue":"Journal of Fish Diseases","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"University of Prince Edward Island","keywords":"Wrasse; Biology; Lepeophtheirus; Fishery; Infestation; Predation; Salmo; Fish farming; Aquaculture; Fish <Actinopterygii>; Ecology; Agronomy","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000348288,0.0002771984,0.0005472003,0.0003167872,0.0001328318,0.0000403234,0.0003407015,0.0001319477,0.000051714],"category_scores_gemma":[0.001281522,0.0002491197,0.0002949483,0.0004575021,0.0001502857,0.0008997463,0.0000669072,0.0003562896,0.00003201177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341691,"about_ca_system_score_gemma":0.00007231288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001850668,"about_ca_topic_score_gemma":0.0001078205,"domain_scores_codex":[0.9975155,0.000215132,0.0009637116,0.0002492613,0.000528058,0.0005283443],"domain_scores_gemma":[0.9957566,0.002541647,0.0008104885,0.0002855291,0.0001163494,0.0004894104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001108507,0.001092164,0.6148999,0.00002663304,0.00007842541,0.00001717624,0.0004118783,0.3737434,0.002544153,0.00001427314,0.006857757,0.0002034515],"study_design_scores_gemma":[0.001163707,0.0004437278,0.9747894,0.0003887208,0.0002786092,0.00003841872,0.0002798007,0.006157844,0.005454746,0.00003178324,0.01087037,0.0001028833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969459,0.0001883587,0.0005167339,0.0001921611,0.0003326,0.0003236787,0.0007771029,0.00001996662,0.0007035271],"genre_scores_gemma":[0.9973861,0.0002489349,0.0004489799,0.001541132,0.0001459457,0.00001825676,0.00004510768,0.00003108868,0.0001344341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3675855,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324555618922215,"score_gpt":0.2832574542951887,"score_spread":0.2508018924029672,"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."}}