{"id":"W4399429034","doi":"10.5206/eei.v34i1.16826","title":"“We Need Structures in Place”: Educators’ Experiences With Special Education at International Schools","year":2024,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Expatriate; Pedagogy; Exploratory research; Context (archaeology); Qualitative research; Acculturation; Collegiality; Sociology; Psychology; Political science; Ethnic group; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004471664,0.0002486368,0.0001625822,0.0005377631,0.000366508,0.0007037597,0.0006459096,0.0001572327,0.019803],"category_scores_gemma":[0.0004715461,0.0002295177,0.0001087037,0.0006161825,0.0003044186,0.001221644,0.00007097649,0.0003140126,0.0005353864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002622189,"about_ca_system_score_gemma":0.004904597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002545572,"about_ca_topic_score_gemma":0.00296855,"domain_scores_codex":[0.9971738,0.0001981243,0.0004987826,0.0006164921,0.00118895,0.0003238926],"domain_scores_gemma":[0.9985497,0.0001270454,0.0001575611,0.0001986553,0.0007074634,0.0002595836],"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":[0.0001004715,0.0007610884,0.01898758,0.00002460209,0.00008326302,0.000001878383,0.3070682,0.00005252747,0.00006929194,0.2735145,0.3843749,0.01496164],"study_design_scores_gemma":[0.0001846706,0.0000102066,0.02417356,0.0001412207,0.00000932998,0.00001974971,0.2684532,0.00002673829,0.00003876083,0.00305471,0.7036273,0.0002604918],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8125928,0.0004906222,0.00002113434,0.08232168,0.0374903,0.0004844013,0.00004297174,0.0001445402,0.06641152],"genre_scores_gemma":[0.9401143,0.0002106029,0.001100161,0.001089343,0.01720733,0.0005581466,0.0006597089,0.00002012493,0.03904026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3192524,"threshold_uncertainty_score":0.981093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926062871974445,"score_gpt":0.3730320225957411,"score_spread":0.3537713938759967,"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."}}