{"id":"W2976585572","doi":"10.1139/as-2018-0026","title":"Multi-scale selection models predict breeding habitat for two Arctic-breeding raptor species","year":2019,"lang":"en","type":"article","venue":"Arctic Science","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies; Aurora College; University of Alberta; Université du Québec à Rimouski","funders":"","keywords":"Lagopus; Habitat; Buteo; Breeding bird survey; Ecology; Tundra; Geography; Spatial ecology; Selection (genetic algorithm); Predation; Arctic; Vegetation (pathology); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001096266,0.0001416273,0.0001398834,0.00009084727,0.0005977907,0.00008963439,0.0004448079,0.00005574285,0.0004096586],"category_scores_gemma":[0.0002599717,0.0001353414,0.00005867977,0.0007027618,0.0006228905,0.001707283,0.0001822185,0.0001341406,0.0002840307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004170351,"about_ca_system_score_gemma":0.00005707781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002614056,"about_ca_topic_score_gemma":0.0003428936,"domain_scores_codex":[0.9981996,0.00002440531,0.0002199753,0.0006020443,0.0004323052,0.0005217],"domain_scores_gemma":[0.9992805,0.000207819,0.0001123345,0.0002097813,0.00006632957,0.0001232845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000285203,0.00004660115,0.8754518,0.00001153132,0.000004333892,2.004976e-7,0.0004564286,0.007631375,0.115072,0.0004356527,0.0003172618,0.0005443144],"study_design_scores_gemma":[0.0005987472,0.0001977953,0.6169247,0.00002901016,0.00001351519,0.00001288303,0.00024431,0.3780611,0.001943144,0.001557162,0.0002477362,0.0001699774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973174,0.00000707566,0.02258323,0.0008740781,0.0008149566,0.0005580983,0.000002697696,0.0000756701,0.001910202],"genre_scores_gemma":[0.9726321,0.000003693416,0.02491846,0.0006948812,0.00009374292,0.00005969126,0.000001639334,0.00001162349,0.001584189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3704297,"threshold_uncertainty_score":0.5519062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831604965988527,"score_gpt":0.2469174120417962,"score_spread":0.2186013623819109,"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."}}