{"id":"W4399259124","doi":"10.61838/kman.jprfc.1.4.3","title":"Family Dynamics: The Role of Emotional Expressiveness and Social Connectedness in Problem-Solving","year":2023,"lang":"en","type":"article","venue":"Journal of Psychosociological Research in Family and Culture","topic":"Problem Solving Skills Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social connectedness; Dynamics (music); Social psychology; Psychology; Social dynamics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053584,0.0003287698,0.0002517243,0.0007951073,0.0005463567,0.0006689671,0.0003011422,0.0002507204,0.002560927],"category_scores_gemma":[0.0066043,0.000122992,0.0002461005,0.0004719028,0.0004132015,0.0006007814,0.0007384334,0.0004036579,0.00007767376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003725812,"about_ca_system_score_gemma":0.0005219416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021864,"about_ca_topic_score_gemma":0.002632028,"domain_scores_codex":[0.999315,0.0003520857,0.0000528543,0.00007091869,0.0001445767,0.00006441757],"domain_scores_gemma":[0.9963506,0.001520107,0.001316755,0.00009637124,0.0001617767,0.0005543994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009329062,0.0003015231,0.9721493,0.00006708638,0.0001598384,0.0004142199,0.003764508,0.0002992232,0.0005335893,0.000174708,0.0001591345,0.02188357],"study_design_scores_gemma":[0.000006202791,0.0001290876,0.9947417,0.00004851831,0.00003357862,0.0006387454,0.003203351,0.0003896773,0.0001263297,0.0002717477,0.0004026633,0.000008324667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985518,0.000182763,0.0002248728,0.0001094406,0.000003279083,0.000009747938,0.00003344445,0.000002811707,0.0008818273],"genre_scores_gemma":[0.9996069,0.0001014279,0.0001365626,0.000008808497,0.000003353803,0.000005681024,0.00002580305,7.975976e-7,0.0001106768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002560927,"threshold_uncertainty_score":0.008567095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1391949019669667,"score_gpt":0.4649768917790821,"score_spread":0.3257819898121154,"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."}}