{"id":"W4385252092","doi":"10.1108/s1479-368720230000042026","title":"Multinational Policy Analyses: Third Time Around","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in research on teaching","topic":"Psychodrama and Leishmaniasis Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neglect; Multinational corporation; Agency (philosophy); Economic shortage; Pandemic; Political science; Coronavirus disease 2019 (COVID-19); Field (mathematics); Public relations; Pedagogy; Economic growth; Sociology; Public administration; Social science; Medicine; Economics; Nursing; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006423873,0.000263836,0.0004242745,0.001671324,0.001755794,0.0001968614,0.0008145634,0.0002822365,0.0001971442],"category_scores_gemma":[0.004228424,0.0002525252,0.000157462,0.0003592481,0.0008049735,0.0004554185,0.0002462161,0.002530974,0.002028759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009241257,"about_ca_system_score_gemma":0.000429901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945726,"about_ca_topic_score_gemma":0.003933662,"domain_scores_codex":[0.9950083,0.0007705353,0.0003925785,0.0006707085,0.002309298,0.0008485552],"domain_scores_gemma":[0.9951193,0.004028326,0.0001489419,0.0003426905,0.0002116756,0.0001490976],"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":[0.00002838323,0.0000464975,0.00009588653,0.00002687132,0.00005143462,0.00004675996,0.004911252,0.0001212185,0.000006696929,0.9321617,0.005367195,0.0571361],"study_design_scores_gemma":[0.0001658424,0.00006629758,0.000151578,0.0004425027,0.00000440529,3.118833e-7,0.00251408,0.00005025293,7.786976e-7,0.2180542,0.7783127,0.0002371053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001483111,0.001409328,0.00001611017,0.003524922,0.0002752341,0.0003904755,0.00002874475,0.0001444107,0.9940625],"genre_scores_gemma":[0.01754716,0.008933495,0.0002344877,0.0001951863,0.002198883,0.00005855918,0.0000300042,0.00006502353,0.9707372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7729455,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.304163722131552,"score_gpt":0.5705984370759083,"score_spread":0.2664347149443563,"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."}}