{"id":"W2906313542","doi":"10.1111/fwb.13225","title":"Habitat use and hybridisation between the Rocky Mountain sculpin (<i>Cottus</i>sp.) and slimy sculpin (<i>Cottus cognatus</i>)","year":2018,"lang":"en","type":"article","venue":"Freshwater Biology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Royal British Columbia Museum; Fisheries and Oceans Canada; Toronto and Region Conservation Authority; University of Alberta","funders":"Fisheries and Oceans Canada","keywords":"Sculpin; Ecology; Cottus; Biology; Habitat; Range (aeronautics); Cottidae; Fishery; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001548877,0.0001425028,0.0001188207,0.0007337015,0.0006374713,0.0003935259,0.0002193115,0.0001966855,0.001396226],"category_scores_gemma":[0.0003586106,0.0001038096,0.0001283045,0.0004013092,0.0003964176,0.0001115884,0.0003071507,0.0001970743,0.00009857568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005682159,"about_ca_system_score_gemma":0.0002104897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1042,"about_ca_topic_score_gemma":0.2929282,"domain_scores_codex":[0.9998797,0.00001697524,0.000007316485,0.00003843048,0.00002283208,0.00003472537],"domain_scores_gemma":[0.9996631,0.00005114936,0.0001250316,0.00001659457,0.00005262179,0.00009145417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006092028,0.0000169557,0.9909287,0.00000878081,0.00003717109,0.00016454,0.0005984687,0.00005254652,0.006249756,0.00002672066,0.00004854798,0.001806855],"study_design_scores_gemma":[7.110806e-7,0.00001275813,0.9994517,0.000001783826,0.00000384871,0.00005935513,0.0003118638,0.00003343315,0.00008952833,0.000002478025,0.00003145861,9.821058e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997999,0.00001450925,0.0000123016,0.000002375198,3.112036e-7,0.000001146269,0.00002219213,7.374858e-7,0.000146554],"genre_scores_gemma":[0.9998631,0.000008328525,0.00002063745,0.000003610138,3.483262e-7,0.000001378716,0.00004345176,3.902088e-7,0.00005869063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042,"threshold_uncertainty_score":0.207187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413119438398059,"score_gpt":0.2262144199119548,"score_spread":0.2120832255279742,"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."}}