{"id":"W6963010529","doi":"10.17605/osf.io/5eusw","title":"Baron Lab Pulse Sequences","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulse (music); Pulse sequence; Sequence (biology); Signal processing","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.006241403,0.001495399,0.001729295,0.0009027187,0.0002301807,0.0004564783,0.003912847,0.001662556,0.9886829],"category_scores_gemma":[0.004749201,0.0017348,0.0007630433,0.0009890464,0.000712452,0.0002577436,0.004662277,0.001864853,0.9914537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029589,"about_ca_system_score_gemma":0.001036932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004120551,"about_ca_topic_score_gemma":0.002320745,"domain_scores_codex":[0.9859711,0.002327715,0.00125608,0.00730869,0.001643117,0.001493311],"domain_scores_gemma":[0.9844176,0.0004725728,0.001223213,0.01285416,0.0002936946,0.0007387427],"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":[0.00008747562,0.0005721838,0.004920142,0.0006189634,0.001021836,0.0005014238,0.0005441751,0.0001684801,0.009739564,0.001294103,0.9725826,0.007949019],"study_design_scores_gemma":[0.0008230502,9.070326e-7,0.001715843,0.001190101,0.000282779,0.0001599723,0.0001518336,0.000079281,0.005463902,0.00129636,0.9872018,0.001634224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007274559,0.00005259653,0.0001664024,0.0001684098,0.001312854,0.001954855,0.0004056863,0.00156345,0.9936483],"genre_scores_gemma":[0.002343542,0.0005705851,0.002743326,0.0002005908,0.0006996171,0.0006653834,0.0005640893,0.002559857,0.989653],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01461911,"threshold_uncertainty_score":0.9997795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959505746378393,"score_gpt":0.2740593034348455,"score_spread":0.2544642459710616,"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."}}