{"id":"W7133037415","doi":"","title":"A Preliminary Exploration of Students&apos; Perceptions of Their Own Learning","year":2018,"lang":"","type":"dissertation","venue":"TSpace","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Perception; Variety (cybernetics); Thematic analysis; Affect (linguistics); Sample (material); Qualitative research","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002794859,0.000265379,0.0003896958,0.001365354,0.00171428,0.002314553,0.0004264133,0.0005026868,0.005890781],"category_scores_gemma":[0.006243779,0.0002541559,0.0004002578,0.0008542576,0.001148693,0.001629528,0.001935593,0.001480785,0.0008893815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158575,"about_ca_system_score_gemma":0.001722789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056699,"about_ca_topic_score_gemma":0.01035277,"domain_scores_codex":[0.9988625,0.0003402581,0.0001133899,0.0001077497,0.0002878415,0.0002883924],"domain_scores_gemma":[0.9950984,0.001961656,0.00068176,0.0002137399,0.001004967,0.001039404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001972225,0.00260887,0.5307444,0.0002569147,0.00001620801,0.0009021844,0.4075962,0.00009189551,0.003814283,0.0009597116,0.001677391,0.05113472],"study_design_scores_gemma":[0.00001409996,0.001610819,0.4367593,0.0001177974,0.00001511129,0.000198263,0.5540223,0.0001678039,0.001229643,0.0003940419,0.005438588,0.00003225911],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979022,0.00002110467,0.00008770531,0.0001455999,0.000003432381,0.00004605703,0.00008028652,0.000004059438,0.001709523],"genre_scores_gemma":[0.9961557,0.000105199,0.0003860986,0.0001049929,0.000005119728,0.000150196,0.0001121778,0.000003942761,0.002976578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005890781,"threshold_uncertainty_score":0.01970667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06396245927123127,"score_gpt":0.4549961158099626,"score_spread":0.3910336565387313,"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."}}