{"id":"W4230739092","doi":"10.25071/1929-8471.30","title":"Front matter","year":2018,"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":[0.0006359798,0.0002616174,0.0007005886,0.0003717844,0.0003126549,0.0004711312,0.0005498036,0.000233433,0.8131302],"category_scores_gemma":[0.00002588017,0.0002735314,0.0003069041,0.00006066497,0.0001757045,0.0002276205,0.0001791199,0.0004854111,0.9690574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002366058,"about_ca_system_score_gemma":0.00004557002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004899818,"about_ca_topic_score_gemma":0.000002642612,"domain_scores_codex":[0.9981571,0.00001189514,0.0008562627,0.0004711341,0.00004340586,0.0004601743],"domain_scores_gemma":[0.9985489,0.00001756746,0.0008883177,0.0003395166,0.0000607463,0.0001449605],"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":[0.000006211628,0.00002094857,0.0004957466,0.00001399932,0.0001880113,0.000004838115,0.0004339295,0.000006627293,1.961909e-7,0.0002454729,0.9984866,0.00009743917],"study_design_scores_gemma":[0.0002650267,0.00002631612,0.0002442868,0.00004586187,0.000009839905,0.00005046458,0.0001576801,0.00001686716,0.000002950067,0.001859048,0.9969916,0.0003300117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004405506,0.006956602,0.0002667778,0.000292604,0.045411,0.00007522342,0.001007968,0.000006981591,0.9455423],"genre_scores_gemma":[0.0004748365,0.001518528,0.0003104369,0.0008225975,0.00366908,0.000005628251,0.00002252669,0.00003825176,0.9931381],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1559272,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0431962003707737,"score_gpt":0.223195563901277,"score_spread":0.1799993635305033,"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."}}