{"id":"W7102405116","doi":"10.64899/2151-0407.1247","title":"Full Issue 10(2) Fall 2018","year":2018,"lang":"en","type":"article","venue":"Journal of Comparative & International Higher Education","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada; University of Oxford","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002971446,0.001379071,0.001377401,0.003702965,0.00336724,0.01132065,0.002406402,0.006446618,0.7134733],"category_scores_gemma":[0.008841963,0.0006625954,0.001118346,0.002311808,0.001350719,0.004282751,0.003521326,0.003038924,0.5376137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002803547,"about_ca_system_score_gemma":0.004653471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004645787,"about_ca_topic_score_gemma":0.012164,"domain_scores_codex":[0.9977067,0.0002170942,0.0001197896,0.0002492596,0.001241176,0.0004660069],"domain_scores_gemma":[0.9941485,0.0007761128,0.0002145041,0.0005496938,0.002843921,0.001467299],"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":[0.00005127832,0.0001059958,0.0003584092,0.0001765372,0.000006398775,0.00005190663,0.00002167888,0.00002758684,0.0001209712,0.001031239,0.9633228,0.03472514],"study_design_scores_gemma":[0.00003764264,0.00002546623,0.001701932,0.0003386632,0.000007459304,0.00005500652,0.00006041642,0.00008911784,0.0001424338,0.0007132252,0.9968189,0.000009840817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002030054,0.006939922,0.0009594749,0.04295269,0.130268,0.0005865584,0.006435961,0.002187666,0.8076397],"genre_scores_gemma":[0.003083167,0.001953643,0.0002900092,0.004642734,0.01387466,0.0001160746,0.001627433,0.0003479732,0.9740644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7134733,"threshold_uncertainty_score":0.4086956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441068551766394,"score_gpt":0.3601716267878258,"score_spread":0.3257609412701618,"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."}}