{"id":"W2793673797","doi":"10.17605/osf.io/p8rg4","title":"MistyPy Sum Generator","year":2017,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generator (circuit theory); Mathematics; Physics; Power (physics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001066257,0.0003010069,0.0003413654,0.00006592201,0.001281932,0.000283103,0.002126879,0.0001629963,0.1640084],"category_scores_gemma":[0.003261546,0.0002813755,0.0001846091,0.0000739267,0.000697052,0.0003925534,0.00190802,0.0004352157,0.7397085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006214609,"about_ca_system_score_gemma":0.00003993548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001034238,"about_ca_topic_score_gemma":0.00004096237,"domain_scores_codex":[0.9961337,0.0003081123,0.0003685121,0.002337761,0.0003282701,0.0005235854],"domain_scores_gemma":[0.99453,0.0001821406,0.0003009107,0.004709627,0.00006894063,0.000208351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009877348,0.0003642395,0.07003073,0.00001927676,0.00002062589,0.0001726484,0.0002496247,0.00000915218,0.863059,0.000789644,0.0488092,0.01637702],"study_design_scores_gemma":[0.0006305266,0.000001824862,0.08003616,0.00002130606,0.00003777589,0.00007148223,0.00002486844,0.00003034079,0.7698258,0.00239866,0.1465072,0.0004140202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6178954,6.528457e-7,0.00002458245,0.001395408,0.0008118179,0.0003025958,0.00001315503,0.0001157401,0.3794407],"genre_scores_gemma":[0.7289085,0.00006078226,0.0001384263,0.0006654797,0.000125916,0.00008683251,0.000001124405,0.00002414748,0.2699888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5757001,"threshold_uncertainty_score":0.9999638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.107406160676548,"score_gpt":0.361241246427506,"score_spread":0.2538350857509581,"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."}}