{"id":"W6925527137","doi":"10.18710/vttnxm/gyqvzq","title":"ID14.txt","year":2021,"lang":"en","type":"dataset","venue":"","topic":"Economic, Social, and Health Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004126561,0.0003064329,0.00114698,0.0002102864,0.0002600815,0.0001102235,0.0003536258,0.0004393352,0.01703816],"category_scores_gemma":[0.000116842,0.0003778532,0.0002691942,0.0001321017,0.00007309105,0.00009180132,0.0002217828,0.000410532,0.02043357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002214326,"about_ca_system_score_gemma":0.00009898182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002632311,"about_ca_topic_score_gemma":0.002191266,"domain_scores_codex":[0.9977852,0.0000134037,0.001008082,0.0006903022,0.00002504034,0.0004780206],"domain_scores_gemma":[0.9985688,0.00008595636,0.000550126,0.000636038,0.00003545649,0.0001236622],"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":[0.000001838034,0.00005227274,0.0003772847,0.0001965908,0.0001178792,0.000007047345,0.00003305377,4.484453e-7,8.17122e-9,0.01754261,0.9816318,0.00003913992],"study_design_scores_gemma":[0.0002268572,0.00002318489,0.0007283739,0.00001985152,0.00001199608,0.000001545444,0.0001003558,0.00000277149,3.018782e-7,0.006386411,0.9920875,0.000410815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002972265,0.008367667,0.000008207618,0.0008857949,0.002494504,0.0001719678,0.9386293,0.00003368005,0.04937919],"genre_scores_gemma":[0.00001876219,0.02074155,0.0001480772,0.003421568,0.001384392,0.00006360864,0.9663906,0.00002892369,0.007802513],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04157668,"threshold_uncertainty_score":0.9998673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0764858582798328,"score_gpt":0.274063845644101,"score_spread":0.1975779873642682,"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."}}