{"id":"W3089234988","doi":"10.1177/1525822x20958851","title":"Relationship Change, Network Change, and the Use of Single Name Generators in Longitudinal Research on Social Support","year":2020,"lang":"en","type":"article","venue":"Field Methods","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Longitudinal data; Longitudinal study; Social support; Computer science; Social network (sociolinguistics); Psychology; Social psychology; Data mining; World Wide Web; Mathematics; Statistics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09188806,0.000385768,0.000559456,0.002984927,0.003239943,0.002799157,0.001722768,0.001195065,0.002682276],"category_scores_gemma":[0.2043737,0.0004468313,0.0006472341,0.003323984,0.003014164,0.005164254,0.002793967,0.00159862,0.0002855593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929636,"about_ca_system_score_gemma":0.001947828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004308815,"about_ca_topic_score_gemma":0.008812571,"domain_scores_codex":[0.9220816,0.06200366,0.004023256,0.004028544,0.006826934,0.001036036],"domain_scores_gemma":[0.6983569,0.2042896,0.05726182,0.02918593,0.008447619,0.002458194],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004508035,0.0005721578,0.8822632,0.0003409174,0.0004584339,0.00008341667,0.02611606,0.0008063491,0.000630518,0.01246903,0.001729826,0.07407925],"study_design_scores_gemma":[0.0001963166,0.001714545,0.9109674,0.000730116,0.0005304094,0.0005062094,0.0212711,0.01245942,0.003800338,0.0367687,0.0108623,0.0001932397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9386752,0.001123061,0.04659243,0.00166264,0.0002097354,0.0009663728,0.000716124,0.00005888139,0.009995556],"genre_scores_gemma":[0.9814152,0.0002229641,0.01517834,0.0003029412,0.0000890689,0.00175774,0.0003056366,0.00001560207,0.0007124795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9081119,"threshold_uncertainty_score":0.4859563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8183187710931087,"score_gpt":0.5706503319697406,"score_spread":0.2476684391233681,"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."}}