{"id":"W3209033818","doi":"10.3138/jcfs.52.3.06","title":"An Analysis of Latent Profiles of Father-Child Interaction: Classification Predictors and Differences in Children’s Socio-Emotional Development","year":2021,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Psychosocial Factors Impacting Youth","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Happiness; Developmental psychology; Social relation; Multinomial logistic regression; Interaction; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001193627,0.0003200492,0.0002417502,0.000856444,0.0004785588,0.000905626,0.0002997735,0.0002675091,0.001506249],"category_scores_gemma":[0.003688449,0.0002114488,0.0006162346,0.0008310264,0.000280489,0.000613414,0.00100686,0.0006222015,0.0001950371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003231837,"about_ca_system_score_gemma":0.0004184357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00377392,"about_ca_topic_score_gemma":0.005606689,"domain_scores_codex":[0.9991824,0.0002899684,0.00008295655,0.0001587082,0.000135303,0.000150676],"domain_scores_gemma":[0.9975848,0.0007211464,0.0008727815,0.0002748167,0.0002461034,0.0003004374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002822784,0.00003626549,0.9970973,0.000004031459,0.00002403137,0.00002364598,0.0005513674,0.00004201097,0.0001972331,0.00004705769,0.0000263214,0.001922542],"study_design_scores_gemma":[9.478782e-7,0.00002450763,0.9981647,0.00000361317,0.000006810887,0.00003550772,0.001110175,0.0005063122,0.00006288108,0.00003226593,0.00004992567,0.000002307663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993969,0.00002008876,0.0003093353,0.0000140962,0.000001150741,0.000005232126,0.0000709473,0.000001785894,0.0001803232],"genre_scores_gemma":[0.9993932,0.00001986851,0.0002838626,0.000002342971,8.993932e-7,0.00001212714,0.000218829,0.000001465087,0.00006733158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00377392,"threshold_uncertainty_score":0.007503927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1537583348356697,"score_gpt":0.4072333786319511,"score_spread":0.2534750437962814,"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."}}