{"id":"W4394921850","doi":"10.1111/famp.12997","title":"The Co‐Parenting Across Family Structures Scale: Replication for Mandarin parents","year":2024,"lang":"en","type":"article","venue":"Family Process","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Beijing Normal University","keywords":"Mandarin Chinese; Psychology; Replication (statistics); Scale (ratio); Developmental psychology; Geography; Medicine; Linguistics","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":[0.003706036,0.0004969889,0.0004625348,0.0009935418,0.001520587,0.0005485177,0.0007270167,0.0003222856,0.003163572],"category_scores_gemma":[0.0054486,0.0004450258,0.0007647036,0.001047904,0.0003390452,0.0005026533,0.0008880786,0.0009265026,0.0006349767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007328912,"about_ca_system_score_gemma":0.001578285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01454882,"about_ca_topic_score_gemma":0.03130364,"domain_scores_codex":[0.9992048,0.0002323442,0.0001683647,0.000117646,0.0002146381,0.00006229572],"domain_scores_gemma":[0.9969155,0.0004817008,0.0005344992,0.0005949678,0.001134098,0.0003392081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006010131,0.001170281,0.873666,0.0003153139,0.0001971677,0.001310855,0.02963493,0.0004014462,0.007562758,0.0004520792,0.00545579,0.07923235],"study_design_scores_gemma":[0.00006469408,0.0003129447,0.9903016,0.00002376943,0.00003005618,0.0002788774,0.003727894,0.0002807456,0.0008190802,0.0001102041,0.004033055,0.000017111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994869,0.00004096389,0.0004177902,0.00004716534,0.00001641016,0.0009890173,0.001253726,0.00002243859,0.002343435],"genre_scores_gemma":[0.9789376,0.0001982034,0.006951732,0.00008836324,0.0000201806,0.006999033,0.003575558,0.00002353257,0.00320582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01454882,"threshold_uncertainty_score":0.02892822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04903396991182129,"score_gpt":0.4078185247266757,"score_spread":0.3587845548148544,"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."}}