{"id":"W2800124801","doi":"10.1111/fare.12319","title":"Families That Do Well: Lay Conceptualizations of Well‐Functioning, Healthy, Strong, and Good Families","year":2018,"lang":"en","type":"article","venue":"Family Relations","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Conceptualization; Psychology; Thematic analysis; Developmental psychology; Interpersonal communication; Social psychology; Interpersonal relationship; Content analysis; Qualitative research; Sociology; Social science","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009271944,0.0002882852,0.0004765245,0.0003850436,0.002750468,0.00002096374,0.0002052882,0.0004699228,0.001167729],"category_scores_gemma":[0.0002139638,0.0002794165,0.0000897383,0.0006138462,0.0008325648,0.0003202501,0.0001145711,0.0008807931,0.001216463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173257,"about_ca_system_score_gemma":0.0005372876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212665,"about_ca_topic_score_gemma":0.0009039099,"domain_scores_codex":[0.996443,0.0009134702,0.001011881,0.0005609478,0.0003249714,0.0007457514],"domain_scores_gemma":[0.9969414,0.001245576,0.000492364,0.00063006,0.000398757,0.0002918704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000056638,0.0001433915,0.7667434,0.0002048851,0.00008662989,0.000001299927,0.0257466,0.0000597892,0.0001098408,0.1278126,0.0762853,0.002749635],"study_design_scores_gemma":[0.001462897,0.0002716953,0.5343723,0.0002722944,0.0000751608,0.000002704257,0.04644344,0.0002293627,0.00001415445,0.002479718,0.4140951,0.0002811997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4935709,0.001542839,0.008417211,0.001742845,0.00266774,0.00120234,0.0001000218,0.0002767009,0.4904794],"genre_scores_gemma":[0.9806039,0.002224681,0.001651129,0.002486626,0.0005891397,0.000132421,0.0001132369,0.00006160498,0.01213731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.487033,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0569042205826581,"score_gpt":0.3934927988270857,"score_spread":0.3365885782444276,"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."}}