{"id":"W4236954729","doi":"10.7834/phoenix.68.1-2.0187","title":"","year":2014,"lang":"","type":"article","venue":"Phoenix","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004768464,0.001080727,0.0004368326,0.001410428,0.001345361,0.00455136,0.0007929889,0.0007375515,0.8135731],"category_scores_gemma":[0.001039483,0.0003708319,0.0003617363,0.001565251,0.0006827364,0.001660501,0.002119421,0.001034251,0.6707928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238167,"about_ca_system_score_gemma":0.001580528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004306884,"about_ca_topic_score_gemma":0.01332548,"domain_scores_codex":[0.9997461,0.00001786493,0.00001017799,0.00006744283,0.0001092882,0.00004914823],"domain_scores_gemma":[0.9996678,0.00003231781,0.00001455137,0.00006683079,0.00009727951,0.0001213739],"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":[0.0001374386,0.00009826875,0.0007968086,0.0001591322,0.00001224378,0.0001134872,0.00006599592,0.000244962,0.001254054,0.01185776,0.7560686,0.2291912],"study_design_scores_gemma":[0.00001771939,0.00001614374,0.0008307375,0.00006539118,0.000005669104,0.0000721071,0.00006547294,0.0000927581,0.0006362932,0.00141977,0.9967735,0.000004435149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009727856,0.0006990396,0.0007354619,0.0009365547,0.0008569846,0.00004410485,0.002046956,0.0007638494,0.9929443],"genre_scores_gemma":[0.001799097,0.000571583,0.0002788306,0.0001457256,0.0000850026,0.000008460256,0.0008335661,0.0001204647,0.9961573],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1864269,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335075943944979,"score_gpt":0.2461530883884029,"score_spread":0.2328023289489531,"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."}}