{"id":"W4231613384","doi":"10.1002/ir.20252","title":"Issue Information","year":2019,"lang":"en","type":"paratext","venue":"New Directions for Institutional Research","topic":"Legal and Policy Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Citation; World Wide Web; Library science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00144734,0.0001584009,0.0002224855,0.0007946506,0.002933006,0.0004672559,0.0004879279,0.0005066021,0.00980504],"category_scores_gemma":[0.001782306,0.0001560224,0.0001692435,0.0009937747,0.000597992,0.001038235,0.00006061957,0.000730484,0.1310955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000884413,"about_ca_system_score_gemma":0.008923613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06401122,"about_ca_topic_score_gemma":0.003821801,"domain_scores_codex":[0.9972334,0.0002228059,0.0002909219,0.0002475961,0.001348562,0.0006567048],"domain_scores_gemma":[0.9976209,0.0006453132,0.00007861897,0.0002384898,0.001143428,0.0002732813],"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":[0.00002538051,0.00002201837,0.000001993333,0.00006021565,0.00002743598,1.171924e-7,0.002180251,0.0001111155,0.000003052729,0.1497299,0.8326225,0.01521597],"study_design_scores_gemma":[0.0002325423,0.00005222599,0.00001308947,0.00008425788,0.000007522069,8.433694e-7,0.0004237489,0.00001100163,0.00005558912,0.001655936,0.9972923,0.0001709235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000258163,0.001005244,0.000479133,0.008829895,0.01260346,0.00125121,0.0005979199,0.00006162193,0.9751457],"genre_scores_gemma":[0.001958645,0.00217779,0.0002535003,0.0002486674,0.008901292,0.0002579053,0.0009520344,0.00001337453,0.9852368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1646698,"threshold_uncertainty_score":0.998365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1604270560392054,"score_gpt":0.5052684918192271,"score_spread":0.3448414357800217,"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."}}