{"id":"W7162823143","doi":"","title":"FEMRF Final Report","year":2019,"lang":"en","type":"other","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notropis; Bay; Habitat; Population; Taxon; Extant taxon; Fish <Actinopterygii>; Goose","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002456233,0.001045858,0.001857965,0.001080181,0.0001723297,0.0002341154,0.001400026,0.0007636389,0.0006583624],"category_scores_gemma":[0.0000427812,0.001269155,0.000922472,0.0005894414,0.0004399914,0.0006004608,0.0004745089,0.0005264213,0.01193151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017363,"about_ca_system_score_gemma":0.002680142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006425668,"about_ca_topic_score_gemma":0.0003128408,"domain_scores_codex":[0.9945426,0.0001334831,0.001083809,0.001635439,0.001664658,0.000940007],"domain_scores_gemma":[0.993102,0.00007568023,0.003355575,0.00243467,0.0002714515,0.000760626],"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":[0.0002809494,0.0001392928,0.008430046,0.001258748,0.000843318,0.01783283,0.0004395859,0.00001695815,0.0001303519,0.00005305069,0.9701136,0.0004612674],"study_design_scores_gemma":[0.001495143,0.0002752472,0.0004597597,0.001751287,0.0003435203,0.003851946,0.00326244,0.000007997588,0.00007381404,0.000005647918,0.9873099,0.00116333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001765442,0.0003407169,0.0001901508,0.00001311271,0.003119963,0.001336598,0.001592513,0.001523531,0.990118],"genre_scores_gemma":[0.04098435,0.000007102298,0.0002224715,0.000006342231,0.0004046094,5.745555e-7,0.0008543624,0.001209051,0.9563112],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03921891,"threshold_uncertainty_score":0.9989758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019677503834863,"score_gpt":0.2011398130814555,"score_spread":0.1814623092465925,"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."}}