{"id":"W3172287163","doi":"10.5539/hes.v11n3p21","title":"Effective Regulation of the Israeli Higher Education System in the Global and Neoliberal Era","year":2021,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bureaucracy; Higher education; Agency (philosophy); Political science; Liberalization; Sociology; Public administration; Public relations; Economic growth; Social science; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004067352,0.0001120477,0.0001658402,0.00003241038,0.0003917909,0.0000631061,0.000153839,0.00006104107,0.00007038256],"category_scores_gemma":[0.00004239627,0.00007550179,0.00004413533,0.0008595913,0.0002053483,0.0001824133,0.00004711978,0.00008654578,0.00001208695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005928761,"about_ca_system_score_gemma":0.001422577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330435,"about_ca_topic_score_gemma":0.0004857986,"domain_scores_codex":[0.9984407,0.0004949921,0.0002663846,0.0002276541,0.0004100148,0.0001601832],"domain_scores_gemma":[0.9987887,0.0001793913,0.0001982484,0.0002329649,0.0005660058,0.00003476032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000008903918,0.0003060841,0.2027364,0.0001031647,0.00005605648,1.946923e-7,0.03355341,0.0000043718,0.00002510553,0.7150342,0.04326639,0.004905739],"study_design_scores_gemma":[0.00009302915,0.000004574935,0.7722645,0.0001209138,0.00002106467,0.000001334368,0.02475116,1.070685e-7,0.00003207612,0.005924898,0.1967164,0.00006987911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914833,0.01265337,0.000001600905,0.02835776,0.007406012,0.0005359289,0.00000403445,0.00002407699,0.03618419],"genre_scores_gemma":[0.9762129,0.0001835763,0.0001968928,0.001756314,0.0005842476,0.0002873903,0.000004866949,0.000005163216,0.02076866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7091093,"threshold_uncertainty_score":0.3078873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106304942248778,"score_gpt":0.3519091126546718,"score_spread":0.330846063232184,"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."}}