{"id":"W2787244561","doi":"10.5430/ijhe.v7n1p111","title":"The Use of Qualitative Case Studies as an Experiential Teaching Method in the Training of Pre-service Teachers","year":2018,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Educational Games and Gamification","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Experiential learning; Conceptualization; Qualitative research; Mathematics education; Constructivism (international relations); Psychology; Computer science; Pedagogy; Sociology; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05338718,0.0004705772,0.0004925381,0.002169944,0.00415642,0.004848292,0.001803449,0.001869618,0.003481027],"category_scores_gemma":[0.06262262,0.0006240865,0.0004714875,0.002053455,0.007349405,0.005414092,0.004602299,0.002052595,0.0007187099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003946044,"about_ca_system_score_gemma":0.007005932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001845962,"about_ca_topic_score_gemma":0.004212501,"domain_scores_codex":[0.902205,0.08940268,0.001532651,0.001553162,0.004297243,0.0010094],"domain_scores_gemma":[0.8808866,0.1029967,0.002978032,0.005017441,0.006047873,0.002073389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003570007,0.001155476,0.00607717,0.003989896,0.00005642058,0.002551235,0.5312916,0.002787976,0.006307751,0.1873351,0.008982542,0.2491078],"study_design_scores_gemma":[0.0002790561,0.001140438,0.00389441,0.008138555,0.00006892024,0.004037194,0.5584884,0.006895953,0.009535442,0.09711944,0.3101752,0.0002270925],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2077217,0.004744292,0.6680312,0.0160512,0.001293217,0.009476597,0.0003024231,0.0002550225,0.09212441],"genre_scores_gemma":[0.6613232,0.002631115,0.3194557,0.002063397,0.0001223023,0.006986544,0.00008122831,0.00007039996,0.007266162],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05338718,"threshold_uncertainty_score":0.2823418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2495158928022119,"score_gpt":0.5752771884502812,"score_spread":0.3257612956480693,"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."}}