{"id":"W2886068861","doi":"10.1111/pere.12249","title":"Support processes in same‐ and mixed‐sex relationships: Type and source matters","year":2018,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Acadia University; St. Francis Xavier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social support; Psychology; Structural equation modeling; Construct (python library); Social psychology; Confirmatory factor analysis; Family support; Developmental psychology; Computer science; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00124538,0.00008513126,0.0001190337,0.0001051265,0.001158591,0.00008714209,0.00006290415,0.0001267076,0.000194447],"category_scores_gemma":[0.002806068,0.00008631485,0.00001178249,0.0004445538,0.0004179655,0.0002785172,0.00002533525,0.0002916846,0.00007162267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006764194,"about_ca_system_score_gemma":0.0003608704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720728,"about_ca_topic_score_gemma":0.01906361,"domain_scores_codex":[0.9988158,0.0002731787,0.0001946457,0.0002012906,0.0002198846,0.0002951479],"domain_scores_gemma":[0.9984428,0.001140936,0.00005547816,0.0000607356,0.0001187932,0.0001812448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001075439,0.0000115236,0.9320618,0.00006713085,0.000003841145,9.412524e-7,0.05671918,6.236122e-7,5.385778e-7,0.00658341,0.003690037,0.0008502561],"study_design_scores_gemma":[0.0001912018,0.00002914332,0.8189853,0.00006061029,0.00001076078,0.00000476569,0.03903472,0.00008104635,0.000002089357,0.002688296,0.1387717,0.0001403395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569705,0.0005550397,0.00006019636,0.03211254,0.0001655873,0.0002041182,0.000006862741,0.00005038777,0.009874739],"genre_scores_gemma":[0.9912107,0.0002204796,0.0003927093,0.00164056,0.00018413,0.00001054801,0.000007562211,0.00001019351,0.006323104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1350816,"threshold_uncertainty_score":0.9988359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08830436041942452,"score_gpt":0.3436364933475948,"score_spread":0.2553321329281703,"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."}}