{"id":"W4407991117","doi":"10.1037/dev0001947","title":"Convergence and divergence in adolescent- and parent-reported daily parental positive reinforcement: Dynamic links with adolescent emotional and behavioral problems.","year":2025,"lang":"en","type":"article","venue":"Developmental Psychology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Psychology; Convergence (economics); Reinforcement; Developmental psychology; Divergence (linguistics); Adolescent development; Social psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001903425,0.0003959441,0.000374021,0.0002871582,0.000253857,0.00004554071,0.0001489843,0.0002732783,0.000269234],"category_scores_gemma":[0.000006027683,0.0003715476,0.00003564159,0.0003498429,0.000459952,0.0001372359,0.0001949929,0.0005208861,0.00001952121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001357857,"about_ca_system_score_gemma":0.0001014448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001032816,"about_ca_topic_score_gemma":0.0002502016,"domain_scores_codex":[0.9975172,0.00008946236,0.0006430073,0.0009703097,0.0002389736,0.000541092],"domain_scores_gemma":[0.9994087,0.00002417057,0.0001613588,0.000147489,0.00006512459,0.0001931065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005116525,0.000767923,0.9758835,0.0001083039,0.0001341782,0.00008603397,0.001867877,0.000001590498,0.0003307434,0.001047982,0.001346803,0.01791344],"study_design_scores_gemma":[0.003452047,0.0001570919,0.9919767,0.0008481868,0.00003370688,0.0002467661,0.00101021,0.00002877366,0.00001709501,0.0002943192,0.001510006,0.000425142],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921023,0.001076003,0.0005187109,0.0014724,0.0009972127,0.0007975061,0.0000444394,0.00005109455,0.002940284],"genre_scores_gemma":[0.9949686,0.0008257053,0.0003905153,0.002342294,0.00002553323,0.00006150659,0.0002204041,0.00001917969,0.001146275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0174883,"threshold_uncertainty_score":0.9998736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837343461663244,"score_gpt":0.3209301103326241,"score_spread":0.2925566757159916,"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."}}