{"id":"W2314428457","doi":"10.1101/026583","title":"A Model For Sea Lice (Lepeophtheirus salmonis) Dynamics In A Seasonally Changing Environment)","year":2015,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Memorial University of Newfoundland","funders":"","keywords":"Lepeophtheirus; Abundance (ecology); Salinity; Biology; Reproduction; Fishery; Temperature salinity diagrams; Ecology; Oceanography; Fish <Actinopterygii>; Aquaculture","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":[0.0004353254,0.0006556766,0.0006544524,0.0006486934,0.000504826,0.001477253,0.001536339,0.002002654,0.007602098],"category_scores_gemma":[0.001117044,0.0004845467,0.0008951767,0.0007832876,0.0008194732,0.0008878849,0.001046295,0.0008905288,0.0009893738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001799626,"about_ca_system_score_gemma":0.001523374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.113953,"about_ca_topic_score_gemma":0.06686915,"domain_scores_codex":[0.9998031,0.00003547624,0.000009104173,0.00007255984,0.00002569926,0.00005401634],"domain_scores_gemma":[0.999693,0.0001073465,0.00008212809,0.00001482084,0.00005422427,0.00004845008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007339117,0.00006409649,0.006341817,0.00006224174,0.00005187278,0.0002391529,0.00008599336,0.9718601,0.002151938,0.01355463,0.001817497,0.003697356],"study_design_scores_gemma":[0.00005863908,0.00004179618,0.003325691,0.000008029589,0.00003532878,0.00005522797,0.00004292549,0.9907684,0.0001520299,0.003626128,0.001869419,0.00001647034],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7101983,0.001170752,0.2327097,0.003673841,0.0002300006,0.0002483058,0.01076973,0.0008684588,0.04013088],"genre_scores_gemma":[0.9403804,0.0005835706,0.009359783,0.0002229301,0.00007120729,0.0002767959,0.001760267,0.00006522687,0.04727979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113953,"threshold_uncertainty_score":0.2265795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299549430412942,"score_gpt":0.2656701616527288,"score_spread":0.2426746673485994,"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."}}