{"id":"W4245706640","doi":"10.1002/cc.20267","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"New Directions for Community Colleges","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; World Wide Web; Community college; Library science; Medical education","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003618821,0.0003108993,0.0003461868,0.0006808528,0.001967939,0.0007620539,0.0005468823,0.0002590716,0.006060428],"category_scores_gemma":[0.000308028,0.0003286749,0.0001786128,0.0009585938,0.00008683764,0.001863232,0.0002340095,0.0005501158,0.03386936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094438,"about_ca_system_score_gemma":0.0001825012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00668108,"about_ca_topic_score_gemma":0.003257925,"domain_scores_codex":[0.9989507,0.00004172967,0.0004187827,0.0001384173,0.0001943641,0.0002560469],"domain_scores_gemma":[0.9977461,0.0001575134,0.0007392213,0.0006214789,0.0007123927,0.00002328572],"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":[0.00003752704,0.00005915617,0.00001250551,0.0002826742,0.00003715621,4.202449e-8,0.00009854256,0.00002629165,0.000006727218,0.0009292837,0.9876316,0.01087851],"study_design_scores_gemma":[0.0005533974,0.00002545973,0.0001169529,0.0001296004,0.00006854571,9.053653e-7,0.0005898487,0.0003078524,0.00004689505,0.0007575853,0.9970484,0.0003545091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000803415,0.0002860972,0.002912656,0.003965114,0.01345834,0.001278238,0.0002693452,0.0003889833,0.9766378],"genre_scores_gemma":[0.005568564,0.0002219248,0.0008055784,0.005011652,0.009736693,0.0002658523,0.004528824,0.00007333408,0.9737876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02780893,"threshold_uncertainty_score":0.9999335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319177012793407,"score_gpt":0.2658583465521139,"score_spread":0.2339406452727732,"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."}}