{"id":"W4413570447","doi":"10.64628/aam.c3gn45uc6","title":"‘Dancing’ fish could be key to ridding salmon farms of parasites","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Fish <Actinopterygii>; Key (lock); Fishery; Biology; Zoology; Ecology","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":[0.0006173292,0.0004048567,0.0002864026,0.0002782303,0.001161426,0.001519589,0.0005167893,0.001557134,0.03357716],"category_scores_gemma":[0.001486019,0.0001911845,0.0002836153,0.000277249,0.001518053,0.002200613,0.001382604,0.0009334165,0.003138692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523049,"about_ca_system_score_gemma":0.0006326908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003762515,"about_ca_topic_score_gemma":0.01190566,"domain_scores_codex":[0.9998047,0.00004706403,0.000007040298,0.00005765201,0.00002686955,0.0000568201],"domain_scores_gemma":[0.9993851,0.00007809627,0.00008512056,0.0001061347,0.000120454,0.0002250843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008983203,0.0003414211,0.143139,0.00110634,0.0002610009,0.00305982,0.007087696,0.002805252,0.1733292,0.3616836,0.06437414,0.2419142],"study_design_scores_gemma":[0.0001255869,0.0007594833,0.2408805,0.0005651902,0.0002589553,0.002298295,0.01761188,0.008541977,0.02228606,0.4079333,0.2985418,0.000196962],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6789202,0.001742851,0.04687643,0.02947329,0.002671991,0.0001082637,0.0006555087,0.0007677931,0.2387835],"genre_scores_gemma":[0.9082692,0.0005221391,0.01400679,0.002053885,0.0003112615,0.00003804478,0.0003036603,0.0001360191,0.074359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03357716,"threshold_uncertainty_score":0.1123267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907959281858028,"score_gpt":0.3479271667680193,"score_spread":0.318847573949439,"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."}}