{"id":"W4235574101","doi":"10.1002/cc.20234","title":"Issue Information","year":2017,"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":"Community college; Citation; Computer science; World Wide Web; 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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003634071,0.0003117829,0.0003818556,0.0005784197,0.003643167,0.001437676,0.0008077594,0.0002614117,0.002658512],"category_scores_gemma":[0.0004703784,0.0003314756,0.000200139,0.0003638303,0.00007854891,0.002549537,0.0002763413,0.0006748904,0.01851092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009804453,"about_ca_system_score_gemma":0.0002075663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157386,"about_ca_topic_score_gemma":0.004154098,"domain_scores_codex":[0.9990209,0.00003413641,0.0003741122,0.0001343847,0.0001889208,0.000247579],"domain_scores_gemma":[0.9972208,0.0001433929,0.001126377,0.0009514337,0.0005347083,0.00002334233],"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":[0.00003113096,0.00005288008,0.0000183157,0.0003190263,0.0000379031,8.230914e-8,0.00006839159,0.00004570786,0.000005406568,0.001124552,0.9725096,0.02578703],"study_design_scores_gemma":[0.0006189887,0.00001418176,0.0002531508,0.0001596291,0.00007254761,9.284157e-7,0.0003813511,0.0002503543,0.00002664929,0.0007406965,0.9971241,0.0003574728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003506037,0.000354679,0.001489283,0.005023359,0.0116511,0.001127587,0.0002647669,0.0002703906,0.9794682],"genre_scores_gemma":[0.007614769,0.0003155463,0.0003865691,0.002429842,0.005308902,0.0002390471,0.003549708,0.00005692259,0.9800987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02542956,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988267046739139,"score_gpt":0.2789027039339413,"score_spread":0.23902003346655,"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."}}