{"id":"W2398553648","doi":"10.1139/cjfas-2015-0444","title":"Quantifying the influence of salinity and temperature on the population dynamics of a marine ectoparasite","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Scottish Government","keywords":"Salinity; Biology; Louse; Estuary; Population; Ecology; Population model; Fishery; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005088351,0.0003334755,0.0001978993,0.0002548832,0.0001873338,0.0006534552,0.0003435194,0.0004956793,0.0007015052],"category_scores_gemma":[0.002838146,0.0002555613,0.0006024641,0.0002430734,0.0002324591,0.0006965519,0.0003841093,0.0003035661,0.00008954304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009205972,"about_ca_system_score_gemma":0.0005576664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02574955,"about_ca_topic_score_gemma":0.02413932,"domain_scores_codex":[0.9998552,0.00005190435,0.00001074743,0.0000360614,0.00001431559,0.00003185456],"domain_scores_gemma":[0.9988323,0.0008099098,0.0001638202,0.00004863696,0.0000870368,0.0000583135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001317218,0.0001100316,0.1798275,0.00006395485,0.0001640062,0.0001120516,0.00008885943,0.7999597,0.01287435,0.0009404678,0.0001153948,0.005611934],"study_design_scores_gemma":[0.00001247367,0.0001871094,0.04323285,0.000006633217,0.00007442172,0.00003327247,0.00007739372,0.9528094,0.002886514,0.0005175919,0.0001422475,0.00002019498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969378,0.00003556101,0.002552441,0.00002032993,0.00000232583,0.000005492844,0.00009145221,0.00001125156,0.0003433128],"genre_scores_gemma":[0.9989504,0.00002916995,0.0008009791,0.000004308217,7.84233e-7,0.000004761631,0.00008057845,0.000003036814,0.0001258677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02574955,"threshold_uncertainty_score":0.05119932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298802718698758,"score_gpt":0.2804114792597527,"score_spread":0.2574234520727651,"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."}}