{"id":"W6987129673","doi":"","title":"Season 1 Episode 26: Ref You Suck","year":2013,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Diafiltration; Dysgeusia; Hyporeflexia; Emperipolesis; Pretext","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005948669,0.003286997,0.002888262,0.002983163,0.00007802944,0.0006769466,0.005503458,0.0008459283,0.1166753],"category_scores_gemma":[0.0005140339,0.003149195,0.001724686,0.0004470134,0.002085231,0.0003663592,0.003546851,0.003507115,0.3419784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004014906,"about_ca_system_score_gemma":0.0002452833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07828707,"about_ca_topic_score_gemma":0.1209903,"domain_scores_codex":[0.9872977,0.001754146,0.001985775,0.003962519,0.00184992,0.003150011],"domain_scores_gemma":[0.9917284,0.001000139,0.002029027,0.003524608,0.0001340681,0.001583707],"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":[0.0005743639,0.0005407776,0.001422256,0.0005098581,0.002004076,0.0005217494,0.002121215,0.000006543416,0.0006742981,0.01184245,0.9790385,0.0007438537],"study_design_scores_gemma":[0.001801589,0.0003878734,0.000613026,0.004669835,0.0004369434,0.0002212621,0.00007142039,0.002864331,0.0008051355,0.002903999,0.9821001,0.003124483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005240867,0.001181312,0.005997839,0.0002388326,0.002608769,0.00313636,0.007015724,0.004583863,0.9747132],"genre_scores_gemma":[0.004940461,0.0002340452,0.00739622,0.0005115952,0.002964152,0.001188531,0.003128154,0.009673626,0.9699632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2253031,"threshold_uncertainty_score":0.9998772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466823018660307,"score_gpt":0.2494263158359613,"score_spread":0.2347580856493583,"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."}}