{"id":"W4240771678","doi":"10.1080/106689201753199599","title":"INTRODUCTION TO SPECIAL ISSUE","year":2001,"lang":"en","type":"article","venue":"Community College Journal of Research and Practice","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Entertainment; Public relations; Theme (computing); Political science; Management; Library science; Medical education; Sociology; Business; Medicine","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02847809,0.00005975984,0.0001526777,0.0004837601,0.003153576,0.0002257089,0.0005196623,0.00005190028,0.001538345],"category_scores_gemma":[0.05936585,0.00005469043,0.0000277604,0.00162735,0.0006188562,0.000967577,0.0002165248,0.001662535,0.000135265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602374,"about_ca_system_score_gemma":0.000737271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001996997,"about_ca_topic_score_gemma":0.002001586,"domain_scores_codex":[0.9893482,0.00865802,0.0002369224,0.00007567083,0.001297379,0.0003837913],"domain_scores_gemma":[0.9858401,0.009518921,0.0001199788,0.0002398277,0.003807537,0.0004735954],"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":[0.0008215606,0.0003990745,0.0004717759,0.000009345104,0.00004469176,0.00004304118,0.0329693,0.000001278761,0.00006756517,0.005515792,0.9522221,0.007434445],"study_design_scores_gemma":[0.00017639,0.00055822,0.001434494,0.00001608795,0.000005335825,0.00008222799,0.1627268,1.982904e-7,0.00001568744,0.001289531,0.8336527,0.00004231934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09642351,0.0005684607,0.00003284277,0.6238389,0.0008834855,0.0003174653,0.000003816184,0.0000099059,0.2779216],"genre_scores_gemma":[0.6923585,0.03477796,0.007780957,0.001620887,0.1230002,0.00002881637,0.000002398295,0.00003287339,0.1403974],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.622218,"threshold_uncertainty_score":0.9993744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482531030764808,"score_gpt":0.5288735007267064,"score_spread":0.3806203976502256,"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."}}