{"id":"W6946409591","doi":"10.3389/feduc.2023.1003051.s001","title":"Data_Sheet_1_Adjusting in a pandemic: Experiences of incoming international students.pdf","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Context (archaeology); Study abroad; Thematic analysis; Stressor; International education; Mental health; Higher education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004833271,0.0003926857,0.0005894048,0.00284191,0.002574855,0.002726285,0.001560613,0.001341312,0.3072806],"category_scores_gemma":[0.01616947,0.0004310415,0.0004244021,0.005348822,0.0008907541,0.002584153,0.002687014,0.001960655,0.05145846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002819375,"about_ca_system_score_gemma":0.005984657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02506925,"about_ca_topic_score_gemma":0.03341202,"domain_scores_codex":[0.9984225,0.000493206,0.0002328137,0.0001129823,0.0005154089,0.0002231146],"domain_scores_gemma":[0.9832113,0.008786801,0.0006272644,0.0007290064,0.005382478,0.001263181],"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":[0.00009656957,0.0001376549,0.004598164,0.002362946,0.000004122076,0.0001978713,0.01304439,0.0001257943,0.0001475948,0.001905095,0.9293165,0.04806335],"study_design_scores_gemma":[0.00005897008,0.00007269897,0.016697,0.00213921,0.000004916378,0.0001074052,0.04142227,0.00006825985,0.0002279066,0.0008200753,0.9383343,0.00004694882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01944403,0.0004898111,0.001361055,0.0117079,0.0009607204,0.007358916,0.8347991,0.0005606593,0.1233178],"genre_scores_gemma":[0.1094962,0.005751693,0.01966412,0.01490287,0.00069641,0.08887901,0.5552142,0.0007243101,0.2046712],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3072806,"threshold_uncertainty_score":0.9880801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08684324745469413,"score_gpt":0.345113206538929,"score_spread":0.2582699590842348,"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."}}