{"id":"W4256676542","doi":"10.1108/s2055-364120200000029016","title":"Subject Index","year":2020,"lang":"en","type":"book-chapter","venue":"Innovations in higher education teaching and learning","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Index (typography); Computer science; Library science; World Wide Web","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":[0.00163973,0.002797244,0.002709271,0.01116112,0.003036098,0.01657769,0.002795527,0.002885428,0.7756855],"category_scores_gemma":[0.009343104,0.0008309706,0.0016236,0.0144168,0.001116128,0.01031276,0.004533757,0.002927156,0.821972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003127036,"about_ca_system_score_gemma":0.005502979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004949491,"about_ca_topic_score_gemma":0.004690563,"domain_scores_codex":[0.9973052,0.000242111,0.0003535429,0.0005486036,0.001262084,0.0002883822],"domain_scores_gemma":[0.9934627,0.0004430855,0.0002927695,0.0006277942,0.004059754,0.00111389],"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":[0.00001191439,0.00001498188,0.0001227083,0.0003680444,0.000003199756,0.00002338281,0.00003436871,0.00003282401,0.0001427726,0.002300567,0.9327323,0.06421288],"study_design_scores_gemma":[0.000003159325,0.000007285956,0.000218189,0.0001900732,0.000002284729,0.00004192178,0.000043817,0.00002868917,0.00004411941,0.0007735805,0.9986405,0.000006389039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00044039,0.006877224,0.002213253,0.006675084,0.03096132,0.0005889044,0.03833751,0.004451452,0.9094549],"genre_scores_gemma":[0.001813088,0.00698033,0.002055103,0.002403196,0.006431959,0.000430886,0.04238649,0.001923252,0.9355755],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2243145,"threshold_uncertainty_score":0.3199573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04827078557842182,"score_gpt":0.348018888190716,"score_spread":0.2997481026122942,"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."}}