{"id":"W3197754477","doi":"10.1139/cjfas-2020-0456","title":"Fine-scale distribution and occupancy modelling of the threatened pugnose shiner (<i>Notropis anogenus</i>) in the St. Lawrence River, Ontario, Canada<sup>1</sup>","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; McGill University","funders":"McGill University","keywords":"Notropis; Threatened species; Bay; Ecology; Occupancy; Fishery; Biology; Geography; Habitat","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":[0.0002325216,0.0001791185,0.0001624271,0.0002982387,0.000375195,0.000463719,0.0006225713,0.0002339689,0.001023486],"category_scores_gemma":[0.0007466467,0.0001820145,0.0003456746,0.000403275,0.0002900214,0.000204374,0.000343652,0.0001835391,0.0001203748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495276,"about_ca_system_score_gemma":0.001596272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7795391,"about_ca_topic_score_gemma":0.8616785,"domain_scores_codex":[0.9998606,0.00002606302,0.000007039007,0.00004476713,0.00001750456,0.00004398935],"domain_scores_gemma":[0.9996622,0.0001139273,0.00008723481,0.00002590026,0.00005173364,0.00005901241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008692948,0.00004241071,0.908052,0.00002752666,0.00006554326,0.0001099002,0.0004831786,0.08157556,0.001080718,0.000407695,0.0006309733,0.007437533],"study_design_scores_gemma":[0.000008570862,0.00004148792,0.6006803,0.00001217438,0.00003024748,0.00006761549,0.0009131361,0.3969235,0.0001783481,0.0002635834,0.0008650034,0.00001606226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986762,0.00002633062,0.0007131933,0.00002418362,9.03098e-7,0.000003903406,0.000243585,0.00001566897,0.0002958186],"genre_scores_gemma":[0.9987084,0.00002170952,0.0005969966,0.000004316841,7.662262e-7,0.000005221764,0.0003406465,0.000003587788,0.0003183382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2204609,"threshold_uncertainty_score":0.4435184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159046730871453,"score_gpt":0.1836112412267572,"score_spread":0.1677065681396119,"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."}}