{"id":"W4394193327","doi":"10.6084/m9.figshare.7824152.v1","title":"Regional climate affects salmon lice dynamics, stage structure, and management","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Fishery; Dynamics (music); Environmental science; Geography; Environmental resource management; Biology; Physics","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":[0.000713792,0.0003691848,0.0003850141,0.0008913245,0.0005479562,0.001382517,0.0006317605,0.0003862118,0.06851187],"category_scores_gemma":[0.003329134,0.0004595372,0.0008474757,0.00173983,0.0003368842,0.0007735589,0.001024188,0.0006976317,0.01363941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045871,"about_ca_system_score_gemma":0.0009422594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07290383,"about_ca_topic_score_gemma":0.1065031,"domain_scores_codex":[0.999642,0.00006744102,0.00001629242,0.0001150606,0.0001090618,0.00005010042],"domain_scores_gemma":[0.9988133,0.0003627129,0.000169364,0.0001092776,0.0003752272,0.0001702966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000366874,0.00006369625,0.1784602,0.001041394,0.0002942458,0.0001044403,0.0005626729,0.004232864,0.007317648,0.003551978,0.6729014,0.1311026],"study_design_scores_gemma":[0.0001247416,0.0001156868,0.7170614,0.0004440451,0.0004027097,0.0001579536,0.0006046821,0.01001995,0.005337208,0.004569308,0.2610147,0.0001476828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3363613,0.009379368,0.02728596,0.01380234,0.002510004,0.0003464955,0.3800918,0.02117031,0.2090524],"genre_scores_gemma":[0.7379134,0.008023911,0.0249468,0.002391757,0.0005791323,0.0005076094,0.1324819,0.01108676,0.0820687],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07290383,"threshold_uncertainty_score":0.2291951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398937006837,"score_gpt":0.3130501544439723,"score_spread":0.2890607843756023,"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."}}