{"id":"W7022433855","doi":"","title":"9781552385364.pdf","year":2010,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Diverse Specialized Academic Research","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus (optics); Narrative; Focus group; Grey literature","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001064755,0.0004128533,0.0006850545,0.0005821576,0.0002667724,0.0004985881,0.001788266,0.000634849,0.9820669],"category_scores_gemma":[0.0003210238,0.0003922824,0.0002495159,0.0004674695,0.0003471978,0.0002813629,0.0004110928,0.001340823,0.9942329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000177229,"about_ca_system_score_gemma":0.0001147119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312342,"about_ca_topic_score_gemma":0.0003076861,"domain_scores_codex":[0.9975569,0.00005236689,0.0007266014,0.0008466569,0.0002109976,0.0006065264],"domain_scores_gemma":[0.9975898,0.0001228909,0.0008682249,0.001211893,0.00004726688,0.0001599546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001013689,0.00004454301,0.0006989745,0.0000308556,0.0001699523,0.000005561981,0.00005834454,7.676688e-7,0.000007667339,0.1750021,0.04266578,0.7813053],"study_design_scores_gemma":[0.0004834193,0.00001699012,0.0004311116,0.00003377023,0.00001726747,0.000005772846,0.00002370367,0.00003691066,0.000007343552,0.01852329,0.9799625,0.0004579425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002366026,0.00001960248,0.0002837309,0.001807855,0.002480316,0.0008852304,2.90955e-7,0.000145258,0.9943541],"genre_scores_gemma":[0.0003128568,0.0008637029,0.0006898326,0.0006078206,0.002122805,0.0001291728,0.0003534641,0.0004978606,0.9944225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9372967,"threshold_uncertainty_score":0.9998529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03959384810368034,"score_gpt":0.2677776700912827,"score_spread":0.2281838219876024,"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."}}