{"id":"W4230667602","doi":"10.1002/aehe.20053","title":"Issue Information","year":2017,"lang":"en","type":"paratext","venue":"ASHE Higher Education Report","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Analytics; Computer science; Higher education; Library science; World Wide Web; Data science; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001098152,0.00148061,0.001495845,0.003140983,0.001521152,0.008225332,0.002021044,0.002374256,0.9200187],"category_scores_gemma":[0.007709554,0.0005526193,0.0009215815,0.003690606,0.0004762809,0.004835914,0.002198622,0.00221331,0.8953035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001301393,"about_ca_system_score_gemma":0.002368911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002362024,"about_ca_topic_score_gemma":0.003952585,"domain_scores_codex":[0.9989581,0.0001031669,0.00008488246,0.0001584828,0.0005609589,0.0001342889],"domain_scores_gemma":[0.9948084,0.0005558615,0.000232192,0.0005206366,0.002536883,0.0013461],"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":[0.000009335369,0.00001000202,0.00002398499,0.00008741099,8.307417e-7,0.000007286469,0.000003825711,0.00001451511,0.00003556986,0.0005336251,0.9831887,0.01608489],"study_design_scores_gemma":[0.000008382325,0.000008206206,0.0001369338,0.00008828075,0.000001008619,0.00001598562,0.00001467881,0.00002007374,0.00003930566,0.0004883721,0.9991756,0.000003082285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002168016,0.001618205,0.0007631636,0.005165515,0.02554558,0.000466977,0.03206061,0.002480599,0.9316826],"genre_scores_gemma":[0.0007599399,0.001196845,0.0002937953,0.001945205,0.003875346,0.0001226523,0.013337,0.0006699389,0.9777991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07998133,"threshold_uncertainty_score":0.1140836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04107113743755907,"score_gpt":0.2758783245162622,"score_spread":0.2348071870787031,"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."}}