{"id":"W3211872617","doi":"10.1080/00220671.2021.1997882","title":"Classroom activities as predictors of control, value, and state emotions in science","year":2021,"lang":"en","type":"article","venue":"The Journal of Educational Research","topic":"Education, Achievement, and Giftedness","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Multivariate analysis of variance; Psychology; Control (management); Value (mathematics); Class (philosophy); Structural equation modeling; Developmental psychology; Task (project management); Social psychology; Mathematics education; Mathematics; Computer science; Statistics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004953848,0.00005513975,0.0001241569,0.0004553377,0.0002195336,0.0000371389,0.0003141254,0.00002563616,0.0009671304],"category_scores_gemma":[0.00182105,0.00004079844,0.00002699469,0.0008271578,0.0009145512,0.0002197549,0.00004288123,0.0003951413,0.000008715779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001156168,"about_ca_system_score_gemma":0.00357622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002604186,"about_ca_topic_score_gemma":0.0001100808,"domain_scores_codex":[0.9978586,0.000752132,0.0002948222,0.000108452,0.0007393992,0.0002465873],"domain_scores_gemma":[0.9951052,0.003398518,0.0001627548,0.0002004554,0.001027322,0.0001057477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002852017,0.001476136,0.8565444,0.0000323854,0.0001280971,0.000002602001,0.02474169,0.00009886723,0.01405315,0.09367782,0.008269195,0.0006903933],"study_design_scores_gemma":[0.0004827075,0.0001560648,0.9599742,0.00005523391,0.00001227659,0.00005849257,0.01790698,0.000005162359,0.000507339,0.01990992,0.000893408,0.00003822379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761334,0.0008527695,0.00001602175,0.0168721,0.0006655271,0.0000960793,0.00001199326,6.608805e-7,0.005351453],"genre_scores_gemma":[0.9920723,0.0003062527,0.00004771847,0.00007420341,0.0002144027,0.00000632668,0.000001704546,0.000005674914,0.007271355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1034297,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07497377354283391,"score_gpt":0.462523295759795,"score_spread":0.3875495222169611,"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."}}