{"id":"W2905748314","doi":"10.1139/cjz-2018-0167","title":"Predicting seasonal occurrence of leatherback turtles (<i>Dermochelys coriacea</i>) in eastern Canadian waters from turtle and ocean sunfish (<i>Mola mola</i>) sighting data and habitat characteristics","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Turtle Biology and Conservation","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Turtle (robot); Habitat; Fishery; Aerial survey; Context (archaeology); Population; Ecology; Geography; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001752254,0.0003702778,0.0001303328,0.0005778882,0.0004117213,0.0005953659,0.000406322,0.0002294476,0.0006739561],"category_scores_gemma":[0.0004618376,0.0002007787,0.0003486864,0.0005078093,0.0002190643,0.0001739348,0.0003122798,0.0001805518,0.0001210885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003161331,"about_ca_system_score_gemma":0.003239129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9161074,"about_ca_topic_score_gemma":0.9690887,"domain_scores_codex":[0.9999179,0.000005870982,0.000004249664,0.00002999424,0.000009786954,0.00003214808],"domain_scores_gemma":[0.9997384,0.00004026435,0.0000628378,0.00001025799,0.00006835669,0.00007985109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003591943,0.00002161793,0.9883853,0.00001215692,0.0000424419,0.00003646838,0.00007113933,0.007234122,0.001022355,0.00002713702,0.000250441,0.002860815],"study_design_scores_gemma":[0.000005489729,0.00001541292,0.9743798,0.00000661067,0.00002463472,0.00001647958,0.0003437482,0.02478101,0.0001533341,0.00001908393,0.000249191,0.000005366206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989476,0.00003644766,0.0001648559,0.00002226934,0.000001655788,0.000006072744,0.0005661875,0.00001304981,0.0002418069],"genre_scores_gemma":[0.9979925,0.00005354461,0.000589576,0.000009052807,0.000001234392,0.000004689258,0.00108628,0.000002760613,0.0002604542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08389258,"threshold_uncertainty_score":0.1687732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676497565113762,"score_gpt":0.2122952010185054,"score_spread":0.1955302253673677,"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."}}