{"id":"W7062866569","doi":"","title":"Zoological Society of London: Canadian species extinction risk assessments data","year":2023,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Adaptive optics and wavefront sensing","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Extinction (optical mineralogy); Risk assessment; Ectotherm; Biodiversity","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":[0.00157513,0.001638273,0.000850044,0.01087191,0.002856021,0.002739739,0.002161225,0.0006733763,0.07944756],"category_scores_gemma":[0.007098236,0.00105481,0.000946044,0.01999109,0.0006926086,0.00138529,0.001482868,0.001676277,0.02020816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03298995,"about_ca_system_score_gemma":0.1066204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943276,"about_ca_topic_score_gemma":0.9958981,"domain_scores_codex":[0.9977233,0.00007653179,0.0001304527,0.0001585396,0.001493905,0.0004172551],"domain_scores_gemma":[0.987361,0.0003063636,0.0003791403,0.0005400668,0.01050179,0.0009117145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006759854,0.0000141481,0.005004914,0.0003917166,0.00003720904,0.00006003772,0.0002346397,0.000622926,0.0001708649,0.002552621,0.9583678,0.03247551],"study_design_scores_gemma":[0.00002121032,0.000006686344,0.04752252,0.0002633072,0.00004008915,0.00004958396,0.000411546,0.0005138159,0.0003695175,0.0009537136,0.9497908,0.00005713886],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003843129,0.002103862,0.001110008,0.001623331,0.0004850564,0.0001773878,0.8973123,0.0009141191,0.09243083],"genre_scores_gemma":[0.04278795,0.006274944,0.01274244,0.0007576387,0.0001252576,0.0003578709,0.716867,0.001428395,0.2186585],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07944756,"threshold_uncertainty_score":0.2657786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03706056451657547,"score_gpt":0.2833201252329174,"score_spread":0.246259560716342,"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."}}