{"id":"W3040690448","doi":"10.1111/cogs.12888","title":"Causal Information‐Seeking Strategies Change Across Childhood and Adolescence","year":2020,"lang":"en","type":"article","venue":"Cognitive Science","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; National Science Foundation; James S. McDonnell Foundation; Jacobs Foundation; National Defense Science and Engineering Graduate; U.S. Department of Defense","keywords":"Psychological intervention; Psychology; Intervention (counseling); Centrality; Causal inference; Developmental psychology; Metacognition; Bayesian network; Causal model; Causal structure; Cognitive psychology; Attribution; Cognition; Social psychology; Artificial intelligence; Computer science; Econometrics; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002398341,0.00009736051,0.00009060716,0.00003792023,0.000369512,0.0002435788,0.0001681403,0.00002693412,0.00009090656],"category_scores_gemma":[0.0002173871,0.00008853228,0.00001414209,0.0004266644,0.0005397029,0.001027355,0.0001545439,0.0001678115,0.000338571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000107983,"about_ca_system_score_gemma":0.00008840676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001730297,"about_ca_topic_score_gemma":0.0000025302,"domain_scores_codex":[0.9990583,0.00002049016,0.0001221252,0.0002771383,0.0002067937,0.0003151759],"domain_scores_gemma":[0.9995823,0.00003644768,0.00006392169,0.00005440827,0.0001185323,0.0001443781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009164235,0.00008760847,0.1276052,0.00005330479,0.00002525004,0.00003333549,0.4578698,0.000001149909,0.001706641,0.01426537,0.0002088066,0.3980518],"study_design_scores_gemma":[0.0003147263,0.00009750801,0.9782343,0.00007021432,0.000003179997,0.00001279198,0.0200423,0.00004934645,0.000127305,0.00005091927,0.0008628418,0.0001345674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782938,0.0001800922,0.001828552,0.001110051,0.0002231882,0.0002382984,0.00002646347,0.00009601504,0.01800359],"genre_scores_gemma":[0.9963071,0.000009715785,0.000107539,0.003421637,0.0001167907,0.00001340717,0.000004225931,0.000003766772,0.00001582933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.850629,"threshold_uncertainty_score":0.4351758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04397308050688763,"score_gpt":0.3282441900522371,"score_spread":0.2842711095453495,"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."}}