{"id":"W4311876144","doi":"10.1111/fare.12809","title":"A multidimensional measure of father involvement following parental separation","year":2022,"lang":"en","type":"article","venue":"Family Relations","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Developmental psychology; Confirmatory factor analysis; Competence (human resources); Scale (ratio); Separation (statistics); Social psychology; Structural equation modeling","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006901607,0.00006997659,0.00009871077,0.0001125921,0.00155571,0.00001273217,0.0001074937,0.00005676336,0.0002029271],"category_scores_gemma":[0.00006861368,0.00007549227,0.0001336211,0.0004417755,0.00006964582,0.0001271464,0.00006186696,0.0001961898,0.00003021557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170305,"about_ca_system_score_gemma":0.0002498142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009668737,"about_ca_topic_score_gemma":0.000512493,"domain_scores_codex":[0.9985109,0.000276356,0.0002482144,0.0001517734,0.0006585685,0.0001541922],"domain_scores_gemma":[0.9995064,0.0001401215,0.0001109018,0.0001205594,0.00006722687,0.00005477357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002640018,0.0005762362,0.3927336,0.00000556134,0.0002035284,0.000005864256,0.05217363,0.05573379,0.005978493,0.4851019,0.006596786,0.0008642309],"study_design_scores_gemma":[0.002185866,0.0002215684,0.6095955,0.00006976055,0.0002366379,0.0000014849,0.114241,0.04333924,0.00002228459,0.01906702,0.210265,0.0007545708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953248,0.0004217842,0.001765621,0.0004807925,0.0008756354,0.0004033069,0.00004677858,0.00005748147,0.0427006],"genre_scores_gemma":[0.9944413,0.000007971788,0.001321419,0.00008968139,0.00003705757,0.00006588042,0.0001016734,0.000009925076,0.003925105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4660349,"threshold_uncertainty_score":0.9997441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04076324704230432,"score_gpt":0.3121939498182043,"score_spread":0.2714307027758999,"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."}}