{"id":"W158201476","doi":"10.7275/16132103","title":"Child temperament, parenting styles and externalizing and internalizing behavior of young children of Indian immigrants in Canada.","year":2023,"lang":"en","type":"article","venue":"Scholarworks (University of Massachusetts Amherst)","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Temperament; Psychology; Immigration; Developmental psychology; Parenting styles; Personality; Social psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002898587,0.0001338304,0.0002929953,0.0002687582,0.0001286582,0.00001357725,0.0001917978,0.0000845816,0.0000779046],"category_scores_gemma":[0.0000104535,0.000157945,0.00005429109,0.0003271581,0.0001060802,0.0001607662,0.0001106605,0.0002754265,0.000001358292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006900771,"about_ca_system_score_gemma":0.00007234139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3924477,"about_ca_topic_score_gemma":0.3022898,"domain_scores_codex":[0.9989044,0.00008031529,0.0002587899,0.0002753501,0.000239228,0.0002418843],"domain_scores_gemma":[0.9994794,0.00003367246,0.0002395294,0.0001224982,0.00003664801,0.00008826331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005741982,0.00007382083,0.9850587,0.0000679137,0.00009763479,0.00003782558,0.004643574,0.000005347283,0.0003215078,0.0001663176,0.0001860678,0.00928389],"study_design_scores_gemma":[0.001028453,0.00001921093,0.9827111,0.0009066939,0.00003078953,0.00001302151,0.01499575,0.000006816951,0.00005724311,0.00003358459,0.0000599396,0.0001374461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981904,0.0006050603,0.000009025085,0.0002727276,0.0001592283,0.0001767891,0.00006217472,0.00001215278,0.000512446],"genre_scores_gemma":[0.9993653,0.0003442398,0.00005847236,0.00002852927,0.00001935859,4.463816e-7,0.00002503165,0.00001021751,0.0001484203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09015787,"threshold_uncertainty_score":0.7104415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01210948756313155,"score_gpt":0.2246868429478563,"score_spread":0.2125773553847248,"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."}}