{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003317163,0.001121073,0.001283879,0.003980593,0.0005938406,0.00228161,0.002530079,0.001400186,0.2897609],"category_scores_gemma":[0.02068083,0.001093929,0.001012373,0.005743002,0.0003699612,0.002024592,0.002398397,0.002192276,0.2547307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280957,"about_ca_system_score_gemma":0.002956304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005921468,"about_ca_topic_score_gemma":0.01031266,"domain_scores_codex":[0.9975712,0.0006471474,0.000437715,0.0004946109,0.0005182188,0.0003310504],"domain_scores_gemma":[0.9869516,0.005617337,0.001412973,0.003259332,0.001926908,0.0008317875],"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":[0.00004203509,0.00001464746,0.0007130147,0.000192834,0.00001577845,0.00001092822,0.00002133809,0.0001342762,0.00005652562,0.0007878292,0.9956555,0.002355277],"study_design_scores_gemma":[0.0002736904,0.00001832781,0.003356104,0.000145972,0.00002474508,0.0000506369,0.0000437814,0.0004076793,0.0004854925,0.00221326,0.9929508,0.00002950277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009008862,0.00001366279,0.0004542735,0.0001135465,0.0000167643,0.00003420142,0.9961277,0.001361762,0.001788055],"genre_scores_gemma":[0.0009861897,0.00003931716,0.001988119,0.0002332685,0.00002807428,0.0004497657,0.991451,0.001638986,0.003185336],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7102391,"threshold_uncertainty_score":0.9693469,"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."}}