{"id":"W4399003188","doi":"10.7910/dvn/wtdt8f/0keuxa","title":"readme.html","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Programming language","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":[0.001514405,0.004563685,0.002339467,0.006119138,0.001395441,0.005068984,0.005063236,0.003900714,0.2916655],"category_scores_gemma":[0.008802027,0.001204386,0.002022306,0.00850487,0.0008511414,0.003618978,0.004302269,0.002664723,0.4510183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600665,"about_ca_system_score_gemma":0.00218018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01691989,"about_ca_topic_score_gemma":0.02961736,"domain_scores_codex":[0.9984537,0.0003079727,0.0001621098,0.0005060927,0.0002715064,0.000298593],"domain_scores_gemma":[0.9965214,0.0008438629,0.0002489148,0.001189054,0.0007339346,0.0004629423],"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":[0.00003510897,0.00001156382,0.0001489576,0.0003421869,0.00001448616,0.000007645534,0.00001289698,0.00006534059,0.00005542767,0.0001843217,0.9982188,0.0009032084],"study_design_scores_gemma":[0.0002785836,0.00003253919,0.001318412,0.0003109615,0.00002801356,0.00004978298,0.0000856709,0.0003439704,0.0004552376,0.001615374,0.9954411,0.00004035796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005610308,0.00006310973,0.0000507533,0.00008528964,0.00004405215,0.000008673025,0.9975765,0.001219101,0.0008963904],"genre_scores_gemma":[0.000223467,0.00004719942,0.0001511939,0.00007718513,0.00001558689,0.00003922272,0.9981928,0.0003184851,0.0009348753],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7083345,"threshold_uncertainty_score":0.9757183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959798673515227,"score_gpt":0.2718167469254813,"score_spread":0.242218760190329,"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."}}