{"id":"W4324130820","doi":"10.32674/jis.v14i1.5347","title":"ISM Policy Pervasion","year":2023,"lang":"en","type":"article","venue":"Journal of International Students","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Variety (cybernetics); Political science; Public relations; Affect (linguistics); Sociology; Focus group; Psychology; Social science","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":[0.0120348,0.0003542029,0.0003460106,0.001979882,0.003327462,0.005723003,0.001009463,0.001685762,0.008489778],"category_scores_gemma":[0.02757512,0.000226448,0.0004355504,0.002085646,0.006517474,0.003154449,0.008696207,0.003750525,0.0006323258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005213049,"about_ca_system_score_gemma":0.00464765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00281034,"about_ca_topic_score_gemma":0.003161845,"domain_scores_codex":[0.9863037,0.006833675,0.0005691672,0.001227074,0.002456701,0.002609701],"domain_scores_gemma":[0.9822342,0.009884778,0.00266657,0.001957681,0.001924803,0.001332129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001166395,0.0003098354,0.1120627,0.000712411,0.00009473573,0.0009744082,0.1651765,0.001913683,0.002625127,0.5650951,0.006522067,0.1443968],"study_design_scores_gemma":[0.00002909599,0.0003282991,0.116892,0.001602882,0.00005935763,0.001157354,0.3624269,0.002128278,0.003510188,0.1473805,0.3643704,0.0001147363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7176834,0.001861759,0.006808065,0.03023109,0.0003335909,0.0001543379,0.0001550743,0.0001176879,0.2426551],"genre_scores_gemma":[0.9931175,0.0002976666,0.0003978328,0.001111706,0.00003814929,0.00004314544,0.00002136494,0.00001543786,0.004957266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120348,"threshold_uncertainty_score":0.06364691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02670824947352051,"score_gpt":0.4337040540940032,"score_spread":0.4069958046204827,"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."}}