{"id":"W4391030630","doi":"10.1080/1360144x.2023.2298541","title":"Commemorating 30 years of ICED: embracing academic development’s rich past, challenging present, and emerging future(s)","year":2024,"lang":"en","type":"article","venue":"The International Journal for Academic Development","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Equity (law); Political science; Library science; Diversity (politics); Inclusion (mineral); History; Sociology; Media studies; Social science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01370613,0.0004206482,0.0005489957,0.001441305,0.01572054,0.03799645,0.001153584,0.005065626,0.003605059],"category_scores_gemma":[0.01226304,0.000301643,0.0004055651,0.001715659,0.02908442,0.02164865,0.0207989,0.01305841,0.0008024027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01408221,"about_ca_system_score_gemma":0.02679464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006601976,"about_ca_topic_score_gemma":0.01767931,"domain_scores_codex":[0.9907932,0.003846834,0.0003567508,0.0006252313,0.001841777,0.002536268],"domain_scores_gemma":[0.989539,0.002908723,0.000749245,0.0005185358,0.001313001,0.004971378],"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":[0.00005033464,0.00005855878,0.002658489,0.0002676838,0.000009938103,0.00057336,0.1131337,0.0001228278,0.0002360915,0.6527076,0.167077,0.0631043],"study_design_scores_gemma":[0.000003490748,0.0000183363,0.001041755,0.0004344393,0.000003034836,0.0001484441,0.05640738,0.00004250638,0.000100258,0.03893511,0.9028483,0.0000170283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02470224,0.04790285,0.001606725,0.7401661,0.01732298,0.00002504464,0.00005317501,0.00004641962,0.1681743],"genre_scores_gemma":[0.7792964,0.05047079,0.00304509,0.1078373,0.01105518,0.00009906889,0.00009446443,0.000127281,0.04797452],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03799645,"threshold_uncertainty_score":0.102174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03574636852848311,"score_gpt":0.3801756158944424,"score_spread":0.3444292473659593,"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."}}