{"id":"W3175274914","doi":"10.1177/0192513x211026946","title":"Changes in Attachment and Commitment in Couples Transitioning to Parenthood","year":2021,"lang":"en","type":"article","venue":"Journal of Family Issues","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Université de Montréal; Université de Sherbrooke","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Social psychology; Developmental psychology; Attachment theory","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":[0.0007429129,0.00005484356,0.0001651213,0.0001520915,0.00009807833,0.00005790883,0.00006581179,0.00004867838,0.00001058087],"category_scores_gemma":[0.00006672535,0.00005059362,0.0000256602,0.0002560148,0.00003657132,0.00008280843,0.00001528996,0.0001395793,0.000001253865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001069827,"about_ca_system_score_gemma":0.00008512715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004094985,"about_ca_topic_score_gemma":0.01712694,"domain_scores_codex":[0.9991463,0.000150928,0.0002365511,0.0000776673,0.0002483137,0.0001402143],"domain_scores_gemma":[0.9996347,0.00009400211,0.0000671454,0.00004273961,0.00008208506,0.00007930441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005413084,0.0005125513,0.799906,0.00004197161,0.00005594053,0.0004584181,0.1589602,0.00300895,0.003990587,0.01412442,0.001103505,0.01778337],"study_design_scores_gemma":[0.0007028496,0.0001319853,0.8620708,0.0005013004,0.00001533234,0.000006455012,0.1069285,0.0002193799,0.0001121519,0.001624411,0.02755026,0.0001365583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757733,0.005771407,0.00008494342,0.01701931,0.00021139,0.00008223412,0.000002627097,0.000003267351,0.001051523],"genre_scores_gemma":[0.992066,0.005897643,0.001477464,0.0003306105,0.00009080528,0.000002712642,0.000001222524,0.00000377632,0.0001297717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06216484,"threshold_uncertainty_score":0.9557237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05908443260078817,"score_gpt":0.3675213419442849,"score_spread":0.3084369093434967,"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."}}