{"id":"W6930299958","doi":"10.5281/zenodo.11896566","title":"imm 5646 form pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pretext; Nucleofection; Filter (signal processing); Work (physics); Subpoena; Circumstantial evidence","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003701905,0.0002544858,0.0003138704,0.000567183,0.0004467225,0.0003552119,0.0005422305,0.0002066158,0.2253582],"category_scores_gemma":[0.0002700204,0.0002277048,0.0001206588,0.0005379391,0.0001647266,0.00006062999,0.0008994664,0.0005109177,0.3605635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001223522,"about_ca_system_score_gemma":0.000006789048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002597005,"about_ca_topic_score_gemma":2.768469e-7,"domain_scores_codex":[0.9982081,0.00007520919,0.0002388432,0.0005496842,0.0004777347,0.0004503982],"domain_scores_gemma":[0.9988521,0.000007137729,0.0001007512,0.0006455635,0.0001750775,0.0002193735],"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":[0.00003252006,0.0000723551,3.827575e-7,0.000507319,0.00008687841,0.0001064724,0.0002340638,9.303344e-8,0.000170928,0.002595454,0.9789195,0.01727403],"study_design_scores_gemma":[0.0005356236,0.0003079464,0.00002428548,0.0003122473,0.0001188002,0.0004216627,0.0001049253,0.00002418904,0.00005141419,0.0001371672,0.9977474,0.0002143973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007270498,0.001205578,0.0003101368,0.0005311432,0.0003142851,0.000583555,0.0002726567,0.001620377,0.9950896],"genre_scores_gemma":[0.00508245,0.0003704088,0.0001022411,0.0001978233,0.0007680194,4.595195e-8,0.003111594,0.01184457,0.9785228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1352053,"threshold_uncertainty_score":0.9285534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038990040526294,"score_gpt":0.2696778404548003,"score_spread":0.2392879400495374,"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."}}