{"id":"W7047764332","doi":"","title":"International Students Work Experiences while Attending Post Secondary Education","year":2024,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Lightning and Electromagnetic Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Focus group; Qualitative research; International education; Work experience; Affect (linguistics); Qualitative property; International studies; Study abroad","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001998459,0.0003480187,0.0002449743,0.0001917489,0.0009310719,0.0006857153,0.0006552925,0.0000826227,0.001469307],"category_scores_gemma":[0.00001011289,0.000339412,0.000202818,0.0004814896,0.0002721317,0.0006247645,0.0001844046,0.0004265894,0.0001459441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510679,"about_ca_system_score_gemma":0.001336146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001512509,"about_ca_topic_score_gemma":0.000001213406,"domain_scores_codex":[0.9975948,0.00007665137,0.0004860771,0.0006814939,0.0007289724,0.0004319466],"domain_scores_gemma":[0.9991371,0.00007255309,0.0001108377,0.0003082971,0.000162017,0.0002091974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001021719,0.004940713,0.2708704,0.0005680766,0.004345313,0.0006358987,0.06066602,0.002783344,0.06472719,0.2648565,0.1467994,0.1777853],"study_design_scores_gemma":[0.0007314861,0.0002399575,0.01249569,0.0006364232,0.0001067053,0.0001899509,0.02045761,0.0005203326,0.003940161,0.001054625,0.9585407,0.001086338],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7761695,0.0005500441,0.0007963786,0.0003052749,0.006384245,0.0002373322,0.00003494185,0.0001986628,0.2153236],"genre_scores_gemma":[0.9644838,0.000003475515,0.0006206143,0.0001346795,0.003190026,0.0003079626,0.0001212183,0.00004163065,0.03109659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8117413,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004895042437319137,"score_gpt":0.2331311596914476,"score_spread":0.2282361172541285,"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."}}