{"id":"W2292942188","doi":"10.14288/1.0102887","title":"The university on the frontier","year":2011,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0005384886,0.0002826634,0.0003378728,0.001377834,0.004025341,0.004146033,0.0003148828,0.0007953595,0.2673141],"category_scores_gemma":[0.002521132,0.0001784235,0.0001649364,0.002947873,0.001104927,0.001919522,0.002264246,0.001233938,0.05240796],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013773,"about_ca_system_score_gemma":0.002987484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03144548,"about_ca_topic_score_gemma":0.09723515,"domain_scores_codex":[0.9993554,0.00007926136,0.00002152798,0.00007715197,0.0002830109,0.0001836095],"domain_scores_gemma":[0.998929,0.0001035575,0.00003931091,0.0001921237,0.0004172089,0.0003188294],"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":[0.00004802134,0.00001562703,0.0008651355,0.00006691563,0.000001661042,0.0001043821,0.001315087,0.00001935279,0.000378221,0.01675167,0.9024265,0.0780073],"study_design_scores_gemma":[0.000002081065,0.00001083769,0.004462235,0.0000433253,8.506076e-7,0.000038234,0.001207191,0.000003964165,0.00007314327,0.0003633994,0.993791,0.000003667089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008458857,0.002179969,0.0002253717,0.007095556,0.002236808,0.00003413479,0.003164631,0.0001543935,0.9764504],"genre_scores_gemma":[0.05849596,0.001485595,0.0004298873,0.001190839,0.000445474,0.00003800088,0.001695057,0.0001104948,0.9361086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9979862,"threshold_uncertainty_score":0.8942547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01622765375727958,"score_gpt":0.1876624257282966,"score_spread":0.171434771971017,"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."}}