{"id":"W4234790195","doi":"10.25071/1929-8471.16","title":"Front matter","year":2020,"lang":"en","type":"paratext","venue":"INYI Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0003464871,0.0002586465,0.0007761052,0.0002472898,0.0002292838,0.0004456711,0.0005190555,0.0001912699,0.6839061],"category_scores_gemma":[0.00003009999,0.0002786755,0.0003383908,0.00006891943,0.00008804395,0.0002008135,0.0001843425,0.0006751703,0.9560046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001934754,"about_ca_system_score_gemma":0.00004701551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003452824,"about_ca_topic_score_gemma":0.000001060182,"domain_scores_codex":[0.9982297,0.00001154655,0.0008490419,0.0004768405,0.00004307839,0.0003898368],"domain_scores_gemma":[0.9987058,0.00001801858,0.0008101296,0.0002401322,0.00003269097,0.0001932024],"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":[0.000006889723,0.00001575593,0.0003876188,0.00002120177,0.0002016233,0.00001199822,0.0005568333,0.00002585659,3.144768e-7,0.0003929661,0.9982523,0.0001265806],"study_design_scores_gemma":[0.0002759821,0.00002040269,0.0001651959,0.00003266146,0.00001062064,0.00003636254,0.0002099144,0.00003506587,0.000002177044,0.001208375,0.9976813,0.0003219212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001043742,0.009371424,0.0003499824,0.001321897,0.02890099,0.00008077922,0.001253609,0.000008581345,0.9586084],"genre_scores_gemma":[0.0006621506,0.002112657,0.0002792637,0.001961906,0.002387638,0.000005625091,0.00002957669,0.00003974342,0.9925215],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2720986,"threshold_uncertainty_score":0.9999666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04878207525095373,"score_gpt":0.2156941383008252,"score_spread":0.1669120630498715,"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."}}