{"id":"W6939752186","doi":"10.6084/m9.figshare.26982105","title":"Additional file 1 of Reclaiming identities: exploring the influence of simulation on refugee doctors’ workforce integration","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Workforce; Refugee; Workforce development; Workforce planning; Workforce diversity","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003362545,0.0005316194,0.0007651461,0.001927133,0.001862838,0.001784243,0.001507235,0.001081061,0.8864922],"category_scores_gemma":[0.06247005,0.0004270852,0.0004701176,0.003322832,0.0003247137,0.002176851,0.001495247,0.0009581174,0.1216492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002979804,"about_ca_system_score_gemma":0.003914591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01921836,"about_ca_topic_score_gemma":0.0315986,"domain_scores_codex":[0.9987006,0.0005594901,0.0002060236,0.000131422,0.0002521822,0.0001503095],"domain_scores_gemma":[0.9358421,0.05369774,0.002137662,0.00138923,0.005728614,0.001204589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002097772,0.0001509651,0.001561565,0.002367514,0.000008527083,0.00004206125,0.001015972,0.0001623898,0.00002334956,0.001016264,0.9751019,0.01833969],"study_design_scores_gemma":[0.00376969,0.0004873859,0.05676225,0.01308989,0.00008126886,0.0003082168,0.0170408,0.001806977,0.0005127942,0.01513406,0.8908157,0.0001911603],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.002440719,0.0000606258,0.000995434,0.001114269,0.0001350277,0.002169693,0.9814224,0.0003472539,0.01131454],"genre_scores_gemma":[0.07300862,0.0008815711,0.03098548,0.004048055,0.0003552748,0.1095274,0.6881701,0.001476036,0.0915475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8864922,"threshold_uncertainty_score":0.1619051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0738397194650862,"score_gpt":0.2941668817229178,"score_spread":0.2203271622578316,"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."}}