{"id":"W7045684714","doi":"","title":"BIGD Quarterly, October–December, 2014","year":2014,"lang":"en","type":"other","venue":"BRAC University Institutional Repository (BRAC University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Dhaka; University of Bath; Universiti Malaya; International Development Research Centre; International Growth Centre; London School of Economics and Political Science; University of Washington; University of Delhi; Jadavpur University; University of Connecticut; Indian Statistical Institute; Yale University; Concordia University; Harvard University","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0002546606,0.001289857,0.001190606,0.005730273,0.001941475,0.0001515917,0.002398833,0.001609338,0.002945281],"category_scores_gemma":[0.00005262367,0.001731277,0.0008916322,0.002205455,0.002050771,0.001190341,0.000566306,0.001254276,0.01612122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002774267,"about_ca_system_score_gemma":0.002174167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002751299,"about_ca_topic_score_gemma":0.001990846,"domain_scores_codex":[0.9941483,0.0008024931,0.0004680758,0.002009847,0.001471529,0.001099738],"domain_scores_gemma":[0.9954321,0.0002119609,0.001211424,0.001747687,0.0004481107,0.0009486642],"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":[0.0005337045,0.0005499608,0.0009256193,0.0001769573,0.0009353211,0.005750711,0.0001217398,0.000277851,0.0009628038,0.1385281,0.8508986,0.0003385792],"study_design_scores_gemma":[0.002745525,0.0002187638,0.0006854061,0.0004644006,0.0007973788,0.0004066721,0.0006226542,0.000108649,0.00007832003,0.00004562932,0.9920399,0.001786738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002027441,0.0002402739,0.002548737,0.00007768469,0.002542591,0.000772488,0.001075144,0.002172925,0.9885427],"genre_scores_gemma":[0.01419119,0.0001182921,0.001009105,0.0000760352,0.00118953,4.811684e-7,0.0007800008,0.0006057038,0.9820297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1411412,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007227587991497808,"score_gpt":0.1819973109512615,"score_spread":0.1747697229597637,"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."}}