{"id":"W4398701178","doi":"10.7910/dvn/iqkriy/1jpwij","title":"mml-readme.txt","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; Mathematics","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":["insufficient_payload"],"category_scores_codex":[0.003226487,0.001851992,0.001823859,0.004088421,0.0009387576,0.003374723,0.00337103,0.001802328,0.4566844],"category_scores_gemma":[0.02184008,0.001531078,0.001653095,0.006125263,0.0005747799,0.002446832,0.003098125,0.00241152,0.3944638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001307255,"about_ca_system_score_gemma":0.002718073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006956927,"about_ca_topic_score_gemma":0.01317098,"domain_scores_codex":[0.9975685,0.0006005571,0.0004391771,0.0006015395,0.0004180975,0.0003720585],"domain_scores_gemma":[0.9859617,0.00673547,0.0009976526,0.003337285,0.002263413,0.0007044572],"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":[0.00005279114,0.00001407889,0.0002903973,0.0002759358,0.00001432702,0.000007652452,0.00001849805,0.00008240361,0.00006162218,0.0003221294,0.9973265,0.001533525],"study_design_scores_gemma":[0.0004146311,0.00002897393,0.002420756,0.0002275979,0.00003331653,0.00003755747,0.00007484746,0.0002860964,0.0008382179,0.002572087,0.9930225,0.00004347785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005088721,0.000009006005,0.0002171905,0.00006022024,0.00002496149,0.0000237299,0.9975945,0.001227324,0.0007921344],"genre_scores_gemma":[0.0006051933,0.00002795043,0.001457399,0.0002074652,0.00003667787,0.0005067584,0.9918633,0.001971801,0.003323514],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5433155,"threshold_uncertainty_score":0.7749737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281821979049061,"score_gpt":0.3570797096093524,"score_spread":0.2288975117044462,"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."}}