{"id":"W3161337466","doi":"10.1111/cdev.13693","title":"Valence bias in metacontrol of decision making in adolescents and young adults","year":2021,"lang":"en","type":"article","venue":"Child Development","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Deutsche Forschungsgemeinschaft","keywords":"Psychology; Valence (chemistry); Developmental psychology; Framing (construction); Cognition; Young adult; Framing effect; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002678154,0.00008380901,0.0001846453,0.0001569089,0.00003092942,0.000006919733,0.0000749297,0.00006454097,0.000169291],"category_scores_gemma":[0.00005342679,0.0000825043,0.00003093836,0.0002214466,0.00001651123,0.0000451847,0.00005732791,0.0001507553,0.00002191019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005513217,"about_ca_system_score_gemma":0.00005452721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008593038,"about_ca_topic_score_gemma":0.002015817,"domain_scores_codex":[0.9988428,0.00007590807,0.0005067901,0.0002458542,0.000118244,0.0002104224],"domain_scores_gemma":[0.9996718,0.00002103605,0.0000795646,0.0001363973,0.00004205476,0.00004915929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001105566,0.0003303766,0.7453222,0.00005250793,0.00000474389,0.0000562017,0.002187113,6.328234e-7,0.000006754066,0.00009917074,0.00004684087,0.251783],"study_design_scores_gemma":[0.001386507,0.00002213788,0.9943017,0.00336194,0.000003189248,0.0000218126,0.0003582865,0.000008672605,0.0001341308,0.00003987097,0.0002850112,0.00007672409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957693,0.002634635,0.000196675,0.0000617584,0.0004451443,0.0001831382,0.000003568818,0.000006487123,0.0006992511],"genre_scores_gemma":[0.9981246,0.00003988535,0.001569146,0.000141189,0.000008842369,0.00002997652,0.000004417613,0.000006539634,0.00007541535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2517062,"threshold_uncertainty_score":0.3364428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054455891626046,"score_gpt":0.3738641866306741,"score_spread":0.3194082950046281,"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."}}