{"id":"W30239280","doi":"10.1080/00222895.2018.1498318","title":"No Terabyte Left Behind","year":2007,"lang":"en","type":"article","venue":"USENIX Large Installation Systems Administration Conference","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Terabyte; Computer science; Left behind; Operating system; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[],"category_scores_codex":[0.002146895,0.0002753755,0.0003586873,0.000179135,0.0008353585,0.0001103388,0.0002034203,0.0004573363,0.0003894595],"category_scores_gemma":[0.0002059801,0.0002738257,0.0000903013,0.0001185666,0.00004815738,0.0006245879,0.00005731776,0.0005277343,0.001598796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001755207,"about_ca_system_score_gemma":0.000618762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009768474,"about_ca_topic_score_gemma":0.002549519,"domain_scores_codex":[0.9964827,0.0004101774,0.001394634,0.0004796977,0.0005537198,0.0006790864],"domain_scores_gemma":[0.9972902,0.0002940479,0.0007895359,0.000460444,0.0009222731,0.0002434992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001101087,0.001868281,0.5257618,0.002140334,0.0002721203,0.0001194104,0.01802946,0.000009745139,0.1088402,0.3202481,0.01736111,0.004248413],"study_design_scores_gemma":[0.002218892,0.0002204506,0.4678208,0.000534258,0.0000313855,0.00002381588,0.002801116,0.003313364,0.00005113245,0.0003438274,0.5221096,0.0005313514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5749535,0.00009956165,0.08505382,0.0002620453,0.004725113,0.002229352,0.0001977673,0.0004879584,0.3319909],"genre_scores_gemma":[0.9580995,0.0000283669,0.0004124649,0.0002516614,0.0009619526,0.00004242214,0.0004861428,0.00003263715,0.03968485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5047485,"threshold_uncertainty_score":0.9999714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04680536893649748,"score_gpt":0.3705348812531459,"score_spread":0.3237295123166485,"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."}}