{"id":"W2795569037","doi":"10.1017/s071498081800003x","title":"Reconstruction of a Caregiver Burden Scale: Identifying Culturally Sensitive Items in Saudi Arabia","year":2018,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Repertory grid; Construct (python library); Scale (ratio); Psychology; Laddering; Personal construct theory; Context (archaeology); Arabic; Construct validity; Social psychology; Developmental psychology; Psychometrics; Computer science; Linguistics; Geography","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002128143,0.0004832675,0.000727419,0.001366311,0.0005704441,0.0002799774,0.0005023223,0.0004111747,0.004839247],"category_scores_gemma":[0.0005082577,0.0005082469,0.0002770263,0.001187374,0.001337721,0.0002802541,0.0000428821,0.001592002,0.0002144784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00218057,"about_ca_system_score_gemma":0.000933452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1819382,"about_ca_topic_score_gemma":0.7568762,"domain_scores_codex":[0.9946231,0.001478352,0.001065242,0.0008240095,0.0002273309,0.001781958],"domain_scores_gemma":[0.9951662,0.0003612561,0.0005192428,0.0004435819,0.001362612,0.002147087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003146293,0.0001384848,0.04801487,0.0004195354,0.0008218983,0.01472032,0.1212445,0.0000655101,0.002424486,0.007089368,0.01449179,0.7902547],"study_design_scores_gemma":[0.005487842,0.002127846,0.2468095,0.0157064,0.0003153362,0.0228368,0.07314689,0.0003392321,0.0005888611,0.002383495,0.6284038,0.001854024],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9339235,0.003172852,0.0001038118,0.01295407,0.006979156,0.000541812,0.0002684502,0.00001076933,0.04204561],"genre_scores_gemma":[0.9884811,0.0006832951,0.0001664809,0.0007380128,0.00213814,0.00001585059,0.00002258299,0.00005429661,0.007700257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7884006,"threshold_uncertainty_score":0.9997369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03292651813207201,"score_gpt":0.3028953190351431,"score_spread":0.269968800903071,"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."}}