{"id":"W7133050020","doi":"","title":"Examining Young Learners’ Emotions and How They Relate to Cognition and Learning","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Construct (python library); Cognition; Affect (linguistics); Anxiety; Task (project management); Latent class model; Test (biology); Affective science; Emotion classification","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":[0.001176305,0.000201157,0.0002674502,0.0006581431,0.0003480865,0.001914567,0.0001675479,0.0002767559,0.001078091],"category_scores_gemma":[0.003736327,0.0001164703,0.000300291,0.0002951715,0.0004497349,0.0007902074,0.0006359835,0.0004772827,0.0002363872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003641816,"about_ca_system_score_gemma":0.0003401825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001644562,"about_ca_topic_score_gemma":0.00267346,"domain_scores_codex":[0.9996448,0.00009928656,0.00003569404,0.00005557718,0.00009089567,0.00007373153],"domain_scores_gemma":[0.9982138,0.0006333361,0.0005860915,0.00006002453,0.0002712202,0.0002355849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000786118,0.0002136173,0.9101788,0.000145617,0.00004632866,0.0003066568,0.02409491,0.0001369741,0.004021329,0.0005466215,0.0002305348,0.05999989],"study_design_scores_gemma":[0.000002675934,0.0001731882,0.9773169,0.00006835379,0.00002619682,0.0002342499,0.01853648,0.000253831,0.001221181,0.0006257867,0.001524717,0.00001638216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976808,0.0003720124,0.0004932624,0.00005529861,0.000004452015,0.00001224331,0.0000331098,0.000003432784,0.001345347],"genre_scores_gemma":[0.9982218,0.0004920565,0.0005161887,0.00003213159,0.000004321896,0.00001884219,0.00003664388,0.000002536431,0.0006754427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001914567,"threshold_uncertainty_score":0.006220937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04831122315749862,"score_gpt":0.3723535028078183,"score_spread":0.3240422796503197,"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."}}