{"id":"W4402104666","doi":"10.55016/ojs/jet.v1i3.43499","title":"The University as a Mass Organization","year":2018,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005067318,0.0000359547,0.00004645955,0.00003862467,0.0009637825,0.00005996695,0.0002478961,0.00002844681,0.001546301],"category_scores_gemma":[0.0007731313,0.00002725326,0.00002587795,0.0004909551,0.0001798384,0.0002418253,0.000008613715,0.00006315813,0.0003037313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707651,"about_ca_system_score_gemma":0.003089271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005884249,"about_ca_topic_score_gemma":0.00008143701,"domain_scores_codex":[0.9992636,0.00009309618,0.0001406134,0.00004936164,0.0003524927,0.0001008566],"domain_scores_gemma":[0.9982353,0.0002593148,0.0002389074,0.00005998383,0.001124398,0.00008211634],"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":[0.00001783664,0.00006444121,0.0216429,9.575357e-7,0.00002602243,6.564725e-7,0.01116231,0.000001287739,0.00007703732,0.7415468,0.2242029,0.001256909],"study_design_scores_gemma":[0.00006826605,0.00001743428,0.04733205,0.00000932374,0.00000588372,0.000004329333,0.004063722,1.673055e-7,0.0001350013,0.01091616,0.9374111,0.00003659245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4750811,0.0004768574,0.0009876079,0.2811709,0.00905567,0.0001685569,0.000002365427,0.00001427906,0.2330427],"genre_scores_gemma":[0.8611382,0.0006166811,0.006409141,0.0006785385,0.004611748,3.328565e-7,0.000001467432,0.000006752032,0.1265371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7306306,"threshold_uncertainty_score":0.9993664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039139844538177,"score_gpt":0.3041437293850297,"score_spread":0.2937523309396479,"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."}}