{"id":"W4226176427","doi":"10.1371/journal.pone.0266200","title":"Establishing the psychometric properties of constructs from the conceptual ‘Settlement Services Literacy’ framework and their relationship with migrants’ acculturative stress in Australia","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Australian Research Council","keywords":"Confirmatory factor analysis; Snowball sampling; Psychology; Exploratory factor analysis; Construct validity; Nomological network; Scale (ratio); Structural equation modeling; Competence (human resources); Convergent validity; Statistics; Social psychology; Applied psychology; Psychometrics; Clinical psychology; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008937059,0.0002737619,0.0003364862,0.001902404,0.001031606,0.001661901,0.0006303327,0.0006338617,0.001283713],"category_scores_gemma":[0.02410473,0.0003100295,0.0005853443,0.00144339,0.002548428,0.001216388,0.002354187,0.001045075,0.0001603517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804355,"about_ca_system_score_gemma":0.002699513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661091,"about_ca_topic_score_gemma":0.02237776,"domain_scores_codex":[0.9966245,0.00157771,0.0003681686,0.0002296688,0.0008896948,0.000310213],"domain_scores_gemma":[0.9892107,0.00411136,0.002246026,0.0005424722,0.002956034,0.0009333545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007636068,0.0002895489,0.9066405,0.0002162817,0.00005595118,0.0002053003,0.05703028,0.0004245528,0.0007512174,0.0009293515,0.000409754,0.03297094],"study_design_scores_gemma":[0.000007734207,0.0002165424,0.9719164,0.0001530711,0.00001656788,0.00008907296,0.02464744,0.001306338,0.0001533967,0.0005404764,0.0009378006,0.00001510381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984826,0.00005761538,0.0002876094,0.0001330398,0.000004297146,0.00006066744,0.00002677765,0.000002230823,0.0009451896],"genre_scores_gemma":[0.9988338,0.00006445272,0.0008306129,0.0000222608,0.000002284683,0.00009916298,0.00004291401,0.000001196144,0.0001033267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661091,"threshold_uncertainty_score":0.04726428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087862511973014,"score_gpt":0.3025647760236079,"score_spread":0.1937785248263065,"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."}}