{"id":"W4237706382","doi":"10.3410/f.737304152.793570714","title":"Faculty Opinions recommendation of Should I Stay or Should I Go: Partially Sedentary Populations Can Outperform Fully Dispersing Populations in Response to Climate-Induced Range Shifts.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Range (aeronautics); Geography; Environmental science; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001300925,0.001619392,0.0009834751,0.001608332,0.0005949413,0.002171119,0.002375999,0.0021031,0.04659652],"category_scores_gemma":[0.008749159,0.0004602594,0.001653416,0.002223657,0.0003563839,0.001430631,0.001500173,0.001635071,0.05273683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001196526,"about_ca_system_score_gemma":0.001489925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03964575,"about_ca_topic_score_gemma":0.1094217,"domain_scores_codex":[0.9992839,0.0001482518,0.00005920944,0.0002480696,0.0001415361,0.0001191281],"domain_scores_gemma":[0.9979793,0.0005965995,0.0002471893,0.00040482,0.0004561965,0.0003158197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009863084,0.00002240847,0.004163857,0.0003689694,0.00005501326,0.00001288216,0.00001683684,0.0004524009,0.00008816642,0.000314699,0.9917396,0.002666584],"study_design_scores_gemma":[0.001010451,0.00006972111,0.03439016,0.0005968442,0.0001744973,0.00013482,0.0002136581,0.004470547,0.0005898227,0.003536325,0.9547351,0.00007803831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006214243,0.0001223976,0.0001125274,0.0003695959,0.00009358329,0.00001106816,0.9971986,0.0003535262,0.001117265],"genre_scores_gemma":[0.002547056,0.00009108792,0.0005207502,0.0002724362,0.00002676984,0.00005509114,0.9946432,0.00007682004,0.001766751],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04659652,"threshold_uncertainty_score":0.1558809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2190114517611438,"score_gpt":0.4367411486086292,"score_spread":0.2177296968474854,"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."}}