{"id":"W2980674128","doi":"10.35248/2167-1044.19.8.346","title":"Interdependence and Depression: Does an Interdependent Culture Provide Effective Buffer Against Depression?","year":2019,"lang":"en","type":"article","venue":"","topic":"Cultural Differences and Values","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Interdependence; Demography; Psychology; Medicine; Psychiatry; Clinical psychology; Sociology; Social science; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001821247,0.0002995222,0.0002960593,0.00005437134,0.0001097549,0.0001463185,0.0003466126,0.000191519,0.002829288],"category_scores_gemma":[0.00003059203,0.0001475906,0.00008749047,0.00006700506,0.00006482317,0.0003949559,0.0003153392,0.0003478852,0.0004387832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002834922,"about_ca_system_score_gemma":0.000006445704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002746547,"about_ca_topic_score_gemma":0.0003162752,"domain_scores_codex":[0.9980894,0.0003053218,0.0002497823,0.0007955882,0.0002223826,0.0003375029],"domain_scores_gemma":[0.9990457,0.0000852142,0.0001000834,0.0004832864,0.00008842755,0.0001973435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004025619,0.0003099744,0.759621,0.00007744246,0.0001554754,0.00005262025,0.01819928,0.000003276592,0.020548,0.00101778,0.003918929,0.1956936],"study_design_scores_gemma":[0.001815239,0.0005032443,0.9688329,0.0003323841,0.00004600582,0.00007288944,0.01691334,0.0002734238,0.006335798,0.001053936,0.003187651,0.0006331913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488531,0.00046486,0.0001765403,0.00007426261,0.001239719,0.0008579547,0.00001048528,0.0001611495,0.04816187],"genre_scores_gemma":[0.9813865,0.00002907438,0.0001563861,0.0005133085,0.0002045276,0.0001019052,0.00002183708,0.00002235283,0.0175641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092119,"threshold_uncertainty_score":0.9980823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811039999937828,"score_gpt":0.338867813848883,"score_spread":0.3207574138495047,"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."}}