{"id":"W2168128243","doi":"","title":"Forecasting impacts of climate change on indicators of British Columbia’s biodiversity","year":2012,"lang":"en","type":"dissertation","venue":"Masters Thesis","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biodiversity; Climate change; Geography; Environmental resource management; Climatology; Environmental science; Ecology; Geology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009590206,0.0003353605,0.000196346,0.001053084,0.0005625651,0.001121574,0.0004341332,0.0005075587,0.001690686],"category_scores_gemma":[0.005027367,0.0002241153,0.0003053303,0.00171478,0.000203496,0.0005080143,0.0004361587,0.0008804972,0.0002207094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005343081,"about_ca_system_score_gemma":0.003606518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8644905,"about_ca_topic_score_gemma":0.9184611,"domain_scores_codex":[0.999786,0.00005695401,0.0000108057,0.00004072145,0.00005408366,0.00005139785],"domain_scores_gemma":[0.9987946,0.0004009239,0.0001012998,0.00005472451,0.0004967136,0.0001517096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00024565,0.0001290268,0.6192333,0.00006787811,0.0002469741,0.000172237,0.0002753687,0.286964,0.001829114,0.000963114,0.01844177,0.07143158],"study_design_scores_gemma":[0.00004074198,0.00004385687,0.5895591,0.00005637663,0.00009797374,0.00001841304,0.0008092746,0.4021345,0.001122374,0.001030899,0.00505657,0.00002990784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861664,0.0002662671,0.001471528,0.001397826,0.00005095186,0.00003314812,0.003385062,0.00008080403,0.00714802],"genre_scores_gemma":[0.9938585,0.0002858467,0.001756712,0.00006115193,0.00001623935,0.00001881394,0.001979541,0.00001598327,0.002007152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355095,"threshold_uncertainty_score":0.272615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496203831422889,"score_gpt":0.2263302335846216,"score_spread":0.1913681952703927,"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."}}