{"id":"W2097799484","doi":"","title":"The Cultural Matrix: Exploring Cultural Influences on Familial Role Meanings in Bicultural Couples","year":2013,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Phenomenon; Interpretative phenomenological analysis; Context (archaeology); Social psychology; Developmental psychology; Sociology; Epistemology; Qualitative research; Anthropology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003737009,0.000384097,0.0003689615,0.0004604537,0.003978176,0.0007632173,0.0008346425,0.000177303,0.0001289637],"category_scores_gemma":[0.00003420661,0.0002618491,0.000210651,0.0002645032,0.0006632286,0.001172929,0.00008099739,0.001416881,0.0001641876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009384614,"about_ca_system_score_gemma":0.0003078576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06799424,"about_ca_topic_score_gemma":0.1682599,"domain_scores_codex":[0.9968047,0.0004336315,0.0003773173,0.0005684497,0.0008640329,0.0009518602],"domain_scores_gemma":[0.9986408,0.0002777927,0.000209632,0.0003132411,0.0003355162,0.0002230435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.007548565,0.0005596983,0.01616289,0.0006757492,0.0007120601,0.0009018152,0.3889282,0.00006661352,0.03474415,0.5260911,0.0146899,0.008919212],"study_design_scores_gemma":[0.0009034631,0.001085308,0.02410419,0.000530259,0.00003396058,0.000007757886,0.5477208,0.00004418787,0.008909154,0.0006598094,0.4153106,0.0006905734],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8501635,0.0005893483,1.10612e-8,0.0002378685,0.001639226,0.0006451629,0.00001235194,0.00008344714,0.1466291],"genre_scores_gemma":[0.8238259,0.001708971,8.962553e-7,0.00001220414,0.0009933866,0.00003062323,0.00009775761,0.00002770984,0.1733025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5254313,"threshold_uncertainty_score":0.9999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0699169227783739,"score_gpt":0.309606032169338,"score_spread":0.2396891093909641,"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."}}