{"id":"W4415676925","doi":"10.64899/2151-0407.1557","title":"Full ISsue 16(4) 2024","year":2024,"lang":"en","type":"article","venue":"Journal of Comparative & International Higher Education","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Thompson Rivers University","keywords":"Scholarship; International education; Higher education; Publishing; Outreach; Comparative education; Equity (law)","routes":{"ca_aff":false,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003557152,0.00221445,0.002235767,0.004593493,0.00283236,0.01825946,0.002659342,0.006521791,0.8173791],"category_scores_gemma":[0.01226979,0.001313343,0.001914532,0.003334436,0.001648692,0.005943148,0.004398246,0.00422851,0.6738586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001944588,"about_ca_system_score_gemma":0.00393177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109461,"about_ca_topic_score_gemma":0.002507144,"domain_scores_codex":[0.9969721,0.0003764772,0.0002852859,0.0004482172,0.001364619,0.0005533345],"domain_scores_gemma":[0.9904727,0.001365701,0.0006675191,0.0006864876,0.003761895,0.003045807],"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":[0.00006136626,0.00005652424,0.000191168,0.0003749511,0.000007413236,0.00005658773,0.00001133658,0.00002597526,0.0002097499,0.0006179506,0.9675719,0.0308152],"study_design_scores_gemma":[0.00006546002,0.00003195428,0.0009889633,0.0005863382,0.000003700603,0.0001026145,0.00002983638,0.00006546826,0.0001250272,0.0006097372,0.9973756,0.00001528376],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001100739,0.006523111,0.00141507,0.0200221,0.330096,0.00166295,0.01525885,0.003518934,0.6204022],"genre_scores_gemma":[0.002714933,0.003752781,0.001065802,0.01877376,0.09542744,0.0007510339,0.0108078,0.002052798,0.8646537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1826209,"threshold_uncertainty_score":0.2604864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06812533737916582,"score_gpt":0.3228529257065795,"score_spread":0.2547275883274137,"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."}}