{"id":"W2151939673","doi":"10.1177/0734282914546287","title":"Motivation and Engagement in the United States, Canada, United Kingdom, Australia, and China","year":2014,"lang":"en","type":"article","venue":"Journal of Psychoeducational Assessment","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Normal University","keywords":"Psychology; Confirmatory factor analysis; Measurement invariance; Scale (ratio); China; Student engagement; Structural equation modeling; Social psychology; Mathematics education; Political science; Statistics; Geography","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":[0.000677089,0.0001784771,0.0002615599,0.001414464,0.001895289,0.00117859,0.0002429163,0.0001570945,0.0009006851],"category_scores_gemma":[0.001433362,0.00007927015,0.0002345912,0.003672467,0.0005584389,0.0003304475,0.0009151336,0.0003879614,0.00007131693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005952745,"about_ca_system_score_gemma":0.009704146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9324952,"about_ca_topic_score_gemma":0.9696862,"domain_scores_codex":[0.999477,0.00006678491,0.00002491404,0.00005430926,0.0001634421,0.0002135805],"domain_scores_gemma":[0.998855,0.00008957622,0.0001643563,0.0000298357,0.000390038,0.0004712372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005055657,0.00006408538,0.972615,0.00002444294,0.00004422197,0.00008422627,0.005700035,0.00009591352,0.000182485,0.0007707007,0.0007036862,0.01966468],"study_design_scores_gemma":[0.000001660408,0.00001049228,0.9961295,0.000009837859,0.000005447861,0.00001535043,0.00263412,0.00009408085,0.00003002866,0.00003404482,0.001030892,0.0000045643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968677,0.0002366859,0.00003188639,0.000115466,0.000004968359,0.000007794663,0.0001621378,0.000002188085,0.00257118],"genre_scores_gemma":[0.9988022,0.0001635487,0.00005186314,0.00003440974,0.000002057991,0.000006629599,0.0001928249,0.000001259913,0.0007451951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06750476,"threshold_uncertainty_score":0.1358046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0645923256514881,"score_gpt":0.3801988180251196,"score_spread":0.3156064923736315,"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."}}