{"id":"W4398535611","doi":"10.7910/dvn/iqkriy/tjmqod","title":"mml-data.do","year":2011,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Probability and Statistical Research","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001304118,0.0002823687,0.000407974,0.0001068733,0.0001186805,0.0001235639,0.002701351,0.0003867845,0.1613099],"category_scores_gemma":[0.01259332,0.0002632665,0.00007597497,0.000129076,0.0002728776,0.000274341,0.002578208,0.0008257122,0.2295241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000480019,"about_ca_system_score_gemma":0.0002750535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003616014,"about_ca_topic_score_gemma":0.0003529709,"domain_scores_codex":[0.9974288,0.0002064968,0.0004235804,0.0007427291,0.0006940278,0.0005043304],"domain_scores_gemma":[0.993172,0.001162114,0.0001437049,0.005144084,0.000103965,0.0002741323],"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":[0.0000599625,0.0002175334,4.225912e-7,0.0006408458,0.00008132741,0.0001709953,0.00001628061,1.321946e-8,4.096681e-7,0.01973694,0.9781468,0.0009285015],"study_design_scores_gemma":[0.0001951711,0.00005078149,0.000002046411,0.00009622864,0.0001347581,0.00001076832,0.00001712565,0.00002054197,0.000003826269,0.06445024,0.9347546,0.0002639502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000001278522,0.00000119463,0.0008666536,0.000003185375,0.0002474861,0.0002561556,0.9960154,0.00004822039,0.002560391],"genre_scores_gemma":[0.000001350606,0.0002357385,0.009891042,0.0000807056,0.0001685568,0.00002620252,0.9890452,0.00002582274,0.0005253502],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06821425,"threshold_uncertainty_score":0.9999819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1996243313571948,"score_gpt":0.3819099467142583,"score_spread":0.1822856153570635,"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."}}