{"id":"W7117238419","doi":"10.24908/encounters.v26i0.20252","title":"Belonging and the Charter of Transdisciplinarity in International STEM Research","year":2025,"lang":"en","type":"article","venue":"Encounters in Theory and History of Education","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Government of Canada","keywords":"Transdisciplinarity; Charter; Acronym; Citizen journalism; Participatory action research; Discipline; Politics; Equity (law)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01227489,0.00004722366,0.0001379909,0.0008287749,0.00006258682,0.00002464455,0.0002906857,0.00003708157,0.00006216222],"category_scores_gemma":[0.0004414609,0.00003345752,0.00002243182,0.0004220995,0.0008022849,0.0002459488,0.00008107856,0.0001712974,8.715697e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000234889,"about_ca_system_score_gemma":0.0004389426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005068905,"about_ca_topic_score_gemma":0.0005550068,"domain_scores_codex":[0.998072,0.0008671428,0.0003769785,0.0001881619,0.0004020179,0.00009365682],"domain_scores_gemma":[0.9978927,0.001550525,0.0000800402,0.0001763648,0.0002832228,0.00001717061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00357964,0.0003096515,0.02057867,0.00006839945,0.00001622961,8.652295e-7,0.165694,0.00002319334,0.001092707,0.7444572,0.004405208,0.05977415],"study_design_scores_gemma":[0.001558864,0.0001231046,0.07538842,0.000411476,0.000006049388,0.000002274007,0.1970221,0.001759724,0.0002865987,0.7150455,0.00829974,0.00009621705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583924,0.002273452,0.0003218787,0.003026359,0.0009641892,0.0002274694,0.000003235768,0.000001562817,0.03478943],"genre_scores_gemma":[0.9914244,0.00004849421,0.00002262698,0.00003539681,0.00002025786,0.00003186284,0.00000114354,0.000001638846,0.00841415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05967794,"threshold_uncertainty_score":0.4254256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05106420280222155,"score_gpt":0.4398408851442097,"score_spread":0.3887766823419881,"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."}}