{"id":"W4392117909","doi":"10.15173/m.v1i23.820","title":"Issue 23 Contributors","year":2013,"lang":"en","type":"article","venue":"The Meducator","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003846417,0.0000900447,0.0002088604,0.00005821588,0.000172946,0.0001040215,0.000305569,0.0000294336,0.04773252],"category_scores_gemma":[0.0001101309,0.00006964257,0.00007402734,0.0001055343,0.0001313506,0.0001444842,0.00007706699,0.00006569095,0.3617422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005357662,"about_ca_system_score_gemma":0.00001277674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004073557,"about_ca_topic_score_gemma":0.000003029932,"domain_scores_codex":[0.9992227,0.000006970029,0.0002577877,0.0002289116,0.00001786187,0.000265759],"domain_scores_gemma":[0.9994073,0.0000532359,0.0001203668,0.0003275157,0.00001991546,0.00007166073],"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":[9.969548e-7,0.00002417292,0.003882872,0.000002751506,0.00003978742,1.283233e-7,0.001253597,0.000001328139,0.000005193815,0.05989325,0.934609,0.0002869377],"study_design_scores_gemma":[0.0001494276,0.000008020294,0.007738941,0.000002079654,0.000003428182,8.767923e-7,0.001969425,0.00005910394,0.00005051594,0.01038344,0.9795162,0.0001185084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.306694,0.002703319,0.0000375678,0.01116222,0.01193406,0.0004368265,0.0001562016,0.00006416219,0.6668116],"genre_scores_gemma":[0.5276307,0.00006298209,0.00007066635,0.001028579,0.0003286562,0.00006702577,0.000003750569,0.00001025222,0.4707974],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3140097,"threshold_uncertainty_score":0.953138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02511942167662168,"score_gpt":0.2048552413028942,"score_spread":0.1797358196262725,"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."}}