{"id":"W4392117974","doi":"10.15173/m.v1i29.1184","title":"Contributors and Back Cover","year":2016,"lang":"en","type":"paratext","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":"Cover (algebra); Peer review; Political science; Engineering","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":[0.0005493342,0.000239136,0.0006061526,0.0001143386,0.0001892423,0.0001321924,0.0003856443,0.0001442807,0.2212797],"category_scores_gemma":[0.00008174068,0.0001641245,0.0001262458,0.0000731992,0.0003596741,0.00009308298,0.0002081103,0.0001491376,0.7747151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001220751,"about_ca_system_score_gemma":0.00005480422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008488609,"about_ca_topic_score_gemma":0.000001218434,"domain_scores_codex":[0.9986358,0.00001466879,0.0004222914,0.0005250435,0.00002658168,0.0003755652],"domain_scores_gemma":[0.9988778,0.0001358491,0.0003816239,0.0004806971,0.00002162735,0.0001024112],"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":[0.000005788538,0.00001289516,0.0001346245,0.00002328577,0.00013093,2.119277e-7,0.0003669121,3.114761e-7,6.396936e-7,0.009517394,0.9896882,0.0001187853],"study_design_scores_gemma":[0.0002913045,0.00001096926,0.000147628,0.00002842919,0.00001169458,0.000001919599,0.000158835,0.000002986064,0.000009463715,0.001106299,0.997979,0.000251427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001555971,0.0175897,0.00003092318,0.00207497,0.0219071,0.0002631258,0.003951752,0.000009252687,0.9526172],"genre_scores_gemma":[0.003338862,0.003779998,0.00001694864,0.0005687192,0.0008236864,0.00002930183,0.00002468047,0.00002785845,0.9913899],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5534354,"threshold_uncertainty_score":0.7794321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03268484046133219,"score_gpt":0.221261191629206,"score_spread":0.1885763511678738,"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."}}