{"id":"W4404483597","doi":"10.31874/2309-1606-2024-30-1-1","title":"Institute of higher education: the first quarter of a century","year":2024,"lang":"en","type":"article","venue":"Filosofiya osvity Philosophy of Education","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003493436,0.0001231333,0.0001976328,0.0001503289,0.0001790222,0.00003180532,0.0003522188,0.00009496976,0.0008296825],"category_scores_gemma":[0.00006294432,0.0001018384,0.0001229223,0.000741763,0.0004222006,0.0004374889,0.00002615267,0.0001157922,0.00004715063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494445,"about_ca_system_score_gemma":0.003663622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001252935,"about_ca_topic_score_gemma":0.00008432558,"domain_scores_codex":[0.9985793,0.00007340036,0.000466035,0.0002248867,0.0005070759,0.0001493506],"domain_scores_gemma":[0.9987871,0.0001165494,0.0002964481,0.0003450268,0.0003858825,0.00006895867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001525827,0.0008354435,0.005216864,0.0004515913,0.00005697993,9.806999e-8,0.02447297,0.000002755387,0.00008400811,0.8733442,0.08905172,0.006468121],"study_design_scores_gemma":[0.00006632342,0.00003672612,0.04209445,0.0004849409,0.00003937718,5.514474e-7,0.001132041,7.25309e-7,0.0003852375,0.07527021,0.8803614,0.0001280141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2805802,0.0116107,0.00003180801,0.2057835,0.02924223,0.001342849,0.00008900573,0.0001019029,0.4712178],"genre_scores_gemma":[0.9937871,0.0002301653,0.0004172602,0.0004885673,0.001395335,0.00007917556,0.00002930979,0.00001020764,0.003562923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.798074,"threshold_uncertainty_score":0.9084442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264937241448853,"score_gpt":0.314718240868045,"score_spread":0.2920688684535564,"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."}}