{"id":"W2892068208","doi":"10.5539/jedp.v8n2p159","title":"Construct Validity of the Two-Factor Revised Learning Process Questionnaire in a Singapore High School","year":2018,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Construct validity; Scale (ratio); Context (archaeology); Confirmatory factor analysis; Sample (material); Construct (python library); Test (biology); Memorization; Applied psychology; Mathematics education; Developmental psychology; Psychometrics; Statistics; Structural equation modeling; Mathematics; Geography; Cartography; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001330579,0.0001099456,0.0002317026,0.0001686008,0.0001653334,0.00001150567,0.0001783391,0.00008281624,0.001720375],"category_scores_gemma":[0.001168702,0.00008051966,0.00004192072,0.0002998242,0.0004170047,0.00007639806,0.00002328622,0.0006495403,0.00002249595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005740099,"about_ca_system_score_gemma":0.0003971088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003510536,"about_ca_topic_score_gemma":0.000008328024,"domain_scores_codex":[0.9981819,0.0008170467,0.0005194561,0.0001699938,0.0001580477,0.0001535225],"domain_scores_gemma":[0.9987467,0.0002100054,0.0005832224,0.00007870777,0.0003232833,0.00005807277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001632751,0.0001797194,0.9778025,0.00001750207,0.0000464986,0.000001777141,0.007405046,0.000002611051,0.001258632,0.001372143,0.0008614848,0.01088877],"study_design_scores_gemma":[0.0009616024,0.0001736517,0.9886357,0.0002262606,0.000007753835,0.0005838704,0.0009158117,0.000001467696,0.0000870935,0.007122177,0.001195301,0.00008936547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919009,0.0001657015,0.0003566929,0.002638589,0.001632581,0.00007644408,0.000001163099,0.00000378867,0.003224186],"genre_scores_gemma":[0.9933463,0.000004924731,0.005379968,0.0005160643,0.0003702095,0.000002718515,0.000001530523,0.000008967262,0.000369271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0108331,"threshold_uncertainty_score":0.9991922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05931469047993116,"score_gpt":0.4314786201316995,"score_spread":0.3721639296517684,"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."}}