{"id":"W3161571684","doi":"10.1139/cjfas-2020-0325","title":"Occupancy and detection of Wavyrayed Lampmussel (<i>Lampsilis fasciola</i>) in Ontario, Canada<sup>1</sup>","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Occupancy; Unionidae; Habitat; Ecology; Bivalvia; Environmental science; Geography; Fishery; Biology; Mollusca","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001912211,0.0001497379,0.0001302471,0.0004631973,0.0007580146,0.0004639023,0.0003766898,0.0001980089,0.0009941345],"category_scores_gemma":[0.0006764141,0.0001818233,0.0001775889,0.0004898366,0.0005538569,0.0001913713,0.0003826106,0.0002097531,0.0001331275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006933015,"about_ca_system_score_gemma":0.004024725,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9644916,"about_ca_topic_score_gemma":0.9932938,"domain_scores_codex":[0.9998153,0.00001481123,0.000009124023,0.00005016189,0.00005254981,0.0000579771],"domain_scores_gemma":[0.9993557,0.00005603343,0.0002097195,0.00001997682,0.0002103167,0.0001482913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005081595,0.00001019545,0.9938349,0.00001872878,0.00002538648,0.00005012655,0.001029241,0.0001178254,0.0012371,0.00003229316,0.0003248738,0.003268667],"study_design_scores_gemma":[6.881218e-7,0.000006625013,0.9992505,0.000003914641,0.00000359803,0.00001262956,0.0004129663,0.00009067267,0.00004673224,0.000003653575,0.0001659355,0.000002158257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988643,0.00008702847,0.00005395358,0.00002894868,0.000001162715,0.0000048536,0.0003964106,0.000004126707,0.0005593462],"genre_scores_gemma":[0.9989036,0.00007236815,0.000121041,0.00001600654,7.765228e-7,0.000005128767,0.0002961081,0.000001554915,0.0005833903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03550839,"threshold_uncertainty_score":0.07143497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012148163537522,"score_gpt":0.1877615254486614,"score_spread":0.1756133619111394,"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."}}