{"id":"W2795663070","doi":"10.1017/s0140525x17000693","title":"Learning to talk to ourselves: Development, ignorance, and agency","year":2018,"lang":"en","type":"letter","venue":"Behavioral and Brain Sciences","topic":"Ego Development and Educational Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Ignorance; Reflection (computer programming); Agency (philosophy); Pluralism (philosophy); Psychology; Epistemology; Valuation (finance); Social psychology; Cognitive science; Sociology; Philosophy; Computer science; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003027612,0.0002477761,0.0003971484,0.0004445774,0.001525652,0.002515416,0.000991761,0.01234448,0.003982866],"category_scores_gemma":[0.01578899,0.0002323576,0.0003538207,0.0003316136,0.009467478,0.005247696,0.002452634,0.01197643,0.001297577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003105122,"about_ca_system_score_gemma":0.00249463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00362023,"about_ca_topic_score_gemma":0.005657855,"domain_scores_codex":[0.9982556,0.0007829819,0.000126764,0.0002249163,0.0004332516,0.0001764979],"domain_scores_gemma":[0.9930462,0.005067129,0.0005812271,0.0004025119,0.0004864112,0.000416409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002769885,0.0002238994,0.01128395,0.0003369865,0.00003707553,0.02958927,0.03003438,0.0002017415,0.00162831,0.2820462,0.3383553,0.305986],"study_design_scores_gemma":[0.0001007568,0.0001754549,0.00707977,0.0007587597,0.00002298912,0.04639379,0.01274468,0.0006290168,0.0009913188,0.2730792,0.6579592,0.00006509575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00973501,0.006607387,0.0007711896,0.9670816,0.00201285,0.00001214589,0.00001697965,0.00002575277,0.0137371],"genre_scores_gemma":[0.4653898,0.01971045,0.002541334,0.4688692,0.01297773,0.000211839,0.0000473352,0.0000881471,0.03016414],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01234448,"threshold_uncertainty_score":0.0225293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1171164010757864,"score_gpt":0.4141091085622376,"score_spread":0.2969927074864513,"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."}}