{"id":"W7161787729","doi":"10.82308/20549","title":"Emotional experiences and their relationship to epistemic change: a multiple case study of Chinese graduate students in a Canadian university.","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subjectivity","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":[],"consensus_categories":[],"category_scores_codex":[0.00345778,0.000695034,0.0008311594,0.002422816,0.02602157,0.005965094,0.002271156,0.002066931,0.003272682],"category_scores_gemma":[0.006816113,0.0004980018,0.0006650108,0.00408351,0.01034011,0.002261897,0.006984706,0.002964344,0.0002585807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04449554,"about_ca_system_score_gemma":0.04531349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7975817,"about_ca_topic_score_gemma":0.9226461,"domain_scores_codex":[0.9963361,0.001003225,0.0001109174,0.0003498883,0.0007422992,0.001457478],"domain_scores_gemma":[0.9956563,0.001205482,0.000504758,0.0001414346,0.0007702868,0.001721679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003035585,0.00005699963,0.0223837,0.00004521072,0.00000830654,0.001743803,0.9684192,0.00002840667,0.0003777159,0.001134689,0.0005324078,0.005239142],"study_design_scores_gemma":[0.000002756218,0.00001847993,0.01713007,0.0000294247,0.000006509384,0.0001451255,0.9784329,0.00003661817,0.00009795895,0.0001061526,0.003973599,0.0000204515],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935747,0.0003365647,0.0001834407,0.001062152,0.00002798355,0.00006417287,0.00004572576,0.000004567104,0.004700714],"genre_scores_gemma":[0.9943187,0.0004186309,0.0002950266,0.0002321433,0.00001009633,0.00005173601,0.00003342673,0.00000651867,0.00463372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2024183,"threshold_uncertainty_score":0.4072208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09193677114084971,"score_gpt":0.3767262741542929,"score_spread":0.2847895030134432,"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."}}