{"id":"W4206423281","doi":"10.17504/protocols.io.b3k7qkzn","title":"[RETRACTED] Keto Strong XP Reviews 2022 v1","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003052639,0.001274466,0.001478465,0.005814532,0.003720995,0.0119047,0.003406549,0.006645704,0.6310611],"category_scores_gemma":[0.02836169,0.001018019,0.001248571,0.007845096,0.001663352,0.003884685,0.002454043,0.00472825,0.6375537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007437325,"about_ca_system_score_gemma":0.02073758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1255366,"about_ca_topic_score_gemma":0.2610708,"domain_scores_codex":[0.9916685,0.0004903754,0.0003902499,0.0004620246,0.006172689,0.0008162493],"domain_scores_gemma":[0.9565197,0.002861049,0.001337503,0.002452546,0.03325713,0.003571952],"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":[0.000004513646,0.000001780213,0.000009877899,0.00004498239,0.000001221156,0.000007492933,0.000004449707,0.00000455695,0.00002180041,0.0002692013,0.9952845,0.004345592],"study_design_scores_gemma":[0.000003091802,0.000001580387,0.00006483477,0.00004777627,0.000001474193,0.00001024601,0.000006496924,0.000006757363,0.00004545281,0.0001167065,0.9996918,0.000003725796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002493955,0.006072845,0.001873388,0.05308195,0.0287473,0.0004164211,0.03276966,0.01585171,0.8609374],"genre_scores_gemma":[0.001292915,0.003188884,0.001491418,0.01613571,0.004110011,0.0001893516,0.008967428,0.005946083,0.9586782],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3689389,"threshold_uncertainty_score":0.5262465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063771245528932,"score_gpt":0.2544390776743216,"score_spread":0.1480619531214284,"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."}}