{"id":"W2972290004","doi":"10.1080/13540602.2019.1662778","title":"Teacher Candidates’ Perceived Learning in an International Exchange Program: An ICT Course Example","year":2019,"lang":"en","type":"article","venue":"Teachers and Teaching","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"Southwest University","keywords":"Information and Communications Technology; Course (navigation); Mathematics education; Psychology; Pedagogy; Sociology; Computer science; Engineering; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057791,0.0001155554,0.0001256826,0.00005753354,0.0003219584,0.0002675347,0.0002089883,0.00009698054,0.0006605001],"category_scores_gemma":[0.000139535,0.0001050677,0.00002734458,0.00004656462,0.00007488811,0.0006656849,0.00003115583,0.0004690958,0.00002556577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419959,"about_ca_system_score_gemma":0.00005913209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06705385,"about_ca_topic_score_gemma":0.01658043,"domain_scores_codex":[0.9985591,0.0004894548,0.0001357935,0.0002997442,0.0002198581,0.0002961037],"domain_scores_gemma":[0.9995536,0.0000307179,0.00006217508,0.0001159546,0.00004199254,0.0001955129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000090756,0.00032697,0.3671718,0.000003509163,0.00001075193,0.00000200552,0.5264619,0.00001299828,0.0002562406,0.001655228,0.0002539891,0.1038356],"study_design_scores_gemma":[0.0005531961,0.00009245254,0.4770058,0.00002512869,0.00001045104,0.000001881721,0.1726014,0.001424355,9.33827e-7,0.00002888418,0.3480344,0.0002210882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645107,0.00004559279,0.000001164339,0.0009240719,0.000322318,0.0003178611,0.000001214177,0.0001688811,0.03370814],"genre_scores_gemma":[0.9912162,0.00002687124,0.0005414831,0.0001910211,0.0002280569,0.0000232854,0.00006280409,0.00001199961,0.007698267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3538605,"threshold_uncertainty_score":0.9391587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03866325293790149,"score_gpt":0.3787634903129571,"score_spread":0.3401002373750557,"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."}}