{"id":"W6951394160","doi":"10.5683/sp3/okqgsr","title":"Fitspo studies","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Identification (biology); Natural (archaeology); Interpretation (philosophy)","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":[0.003102533,0.002022935,0.001546783,0.00989891,0.001495848,0.005443948,0.002946111,0.002490076,0.2543335],"category_scores_gemma":[0.02518049,0.0008964643,0.00193897,0.01512399,0.000604398,0.002143341,0.004035771,0.0022683,0.2457283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176401,"about_ca_system_score_gemma":0.008428506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05219968,"about_ca_topic_score_gemma":0.08297392,"domain_scores_codex":[0.995666,0.0006216262,0.0005199345,0.0008344577,0.001680875,0.0006770908],"domain_scores_gemma":[0.9813082,0.00438916,0.002171502,0.003349221,0.007051339,0.001730536],"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":[0.00005052365,0.000008325458,0.00056494,0.0003173185,0.0000237132,0.00001133059,0.00002010493,0.00006779826,0.00002911032,0.0004423806,0.9966556,0.00180888],"study_design_scores_gemma":[0.0001005395,0.00001749488,0.004628915,0.0004223282,0.00004120283,0.00002624892,0.0001573575,0.00007626508,0.0001245764,0.000867476,0.9935117,0.00002576824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001302566,0.00008207313,0.00004962397,0.0001556439,0.00007893295,0.00002354837,0.995581,0.000141697,0.003757283],"genre_scores_gemma":[0.0008112165,0.0001267963,0.0002524349,0.000233351,0.00005483315,0.0002103885,0.9853322,0.0003611361,0.01261759],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2543335,"threshold_uncertainty_score":0.8508304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06221343214230336,"score_gpt":0.3468061971088705,"score_spread":0.2845927649665671,"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."}}