{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072663,0.0001769995,0.0002071409,0.0005940549,0.0002199685,0.0007327962,0.0001113579,0.0002614447,0.0007016183],"category_scores_gemma":[0.004224926,0.0002132705,0.0001745838,0.0002043064,0.0004087026,0.000273628,0.0003682335,0.0004271476,0.00008861013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002033409,"about_ca_system_score_gemma":0.0001388201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491979,"about_ca_topic_score_gemma":0.002285714,"domain_scores_codex":[0.99964,0.00009430765,0.00003761584,0.00006055511,0.0001181829,0.00004928841],"domain_scores_gemma":[0.9979189,0.0007930194,0.0008679872,0.0001059774,0.00014208,0.0001721833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001959326,0.000127916,0.9897625,0.00001737565,0.00002674473,0.00008164765,0.002833388,0.00003427881,0.001374254,0.00009781212,0.00003345225,0.005414634],"study_design_scores_gemma":[0.000005663701,0.0001677972,0.9979188,0.000006685669,0.0000122411,0.000213618,0.001017167,0.0001299101,0.0003176003,0.00008494397,0.0001216773,0.000004005875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997802,0.00004839099,0.00002314817,0.000004295592,8.25051e-7,0.000002599682,0.000009314404,3.60994e-7,0.00013081],"genre_scores_gemma":[0.9998344,0.00003062895,0.00004313401,0.00000490599,0.000001106267,0.000003048815,0.00002109269,3.803802e-7,0.00006129142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001491979,"threshold_uncertainty_score":0.005672812,"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."}}