{"id":"W4394270427","doi":"10.6084/m9.figshare.9642098.v1","title":"CODING DATA","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Coding (social sciences); Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00130836,0.00178178,0.001374457,0.004227525,0.001156056,0.001823473,0.002716458,0.002278425,0.1033707],"category_scores_gemma":[0.009798179,0.0006528703,0.001315095,0.008822973,0.0006958267,0.0006760129,0.001296091,0.001502255,0.05641469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010305,"about_ca_system_score_gemma":0.006232239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3285215,"about_ca_topic_score_gemma":0.4257,"domain_scores_codex":[0.9988856,0.0001460141,0.0001281465,0.0003315157,0.0002244258,0.0002842782],"domain_scores_gemma":[0.994389,0.001452441,0.0005394586,0.001415328,0.001768076,0.000435701],"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":[0.0001065484,0.00002765144,0.002810693,0.0004517079,0.00004637883,0.00002995216,0.00001819102,0.0005442328,0.0001063588,0.0002503966,0.9922869,0.003321004],"study_design_scores_gemma":[0.0004293681,0.00004385414,0.0493172,0.0008035369,0.0001412997,0.0001372878,0.0001889896,0.001102011,0.0005793477,0.001191356,0.945983,0.00008271934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002161753,0.00002787228,0.00004165944,0.00002726115,0.0000145703,0.00001143426,0.9992849,0.00006801233,0.0003080809],"genre_scores_gemma":[0.001005517,0.00004316835,0.0002085775,0.00004677736,0.000007091251,0.00009463021,0.9972493,0.00003720716,0.001307653],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8966293,"threshold_uncertainty_score":0.6532187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1948954190937729,"score_gpt":0.3370179439368751,"score_spread":0.1421225248431022,"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."}}