{"id":"W1991416499","doi":"10.1080/15295192.2012.683368","title":"Understanding Multilevel Dynamics in the Development of Parenting","year":2012,"lang":"en","type":"article","venue":"Parenting","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Atkinson Foundation","keywords":"Perspective (graphical); Psychology; Cognition; Mechanism (biology); Developmental psychology; Context (archaeology); Multilevel model; Dynamics (music); Cognitive psychology; Cognitive science; Computer science; Epistemology; Biology; Neuroscience","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001426905,0.0002672577,0.0003240371,0.002107423,0.00115292,0.003949837,0.0006752016,0.0009627742,0.003714879],"category_scores_gemma":[0.004747362,0.0002893514,0.0002601343,0.002219018,0.002493845,0.003661829,0.00185784,0.002230252,0.0003874586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001716871,"about_ca_system_score_gemma":0.001258963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003334566,"about_ca_topic_score_gemma":0.006097149,"domain_scores_codex":[0.9993078,0.0003259487,0.00006827025,0.0000709964,0.0001778896,0.000049223],"domain_scores_gemma":[0.9967148,0.00235931,0.0003192597,0.00009662313,0.0003483226,0.0001616365],"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":[0.0001077361,0.00005207562,0.01570718,0.002279485,0.00006261835,0.002505359,0.05401874,0.002031487,0.001913048,0.6799519,0.04482407,0.1965463],"study_design_scores_gemma":[0.00001365606,0.0001319382,0.05296695,0.006444737,0.00005818086,0.001809329,0.02870668,0.003626783,0.0005128015,0.4121168,0.4935505,0.00006150705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1059075,0.4225664,0.1038887,0.123289,0.00576608,0.0003558981,0.001037573,0.0002187607,0.2369703],"genre_scores_gemma":[0.6846749,0.2591095,0.02922124,0.005158978,0.003115736,0.0006736675,0.0005310251,0.00014441,0.01737053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003949837,"threshold_uncertainty_score":0.01245677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168247346989923,"score_gpt":0.3359198092857464,"score_spread":0.1676724622958234,"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."}}