{"id":"W4200103263","doi":"10.1017/s0140525x21000911","title":"Actual knowledge","year":2021,"lang":"en","type":"letter","venue":"Behavioral and Brain Sciences","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Attribution; Psychology; Epistemology; Feature (linguistics); Cognitive science; Computer science; Social psychology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003379179,0.0002218509,0.0002657996,0.0001122254,0.0003146498,0.00018835,0.0002905705,0.0003508331,0.002607612],"category_scores_gemma":[0.00001884647,0.0001674319,0.00008175605,0.0002442304,0.0005086308,0.00005497253,0.000148627,0.0007786007,0.0002605599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001564192,"about_ca_system_score_gemma":0.0001422655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007625216,"about_ca_topic_score_gemma":0.00001919539,"domain_scores_codex":[0.9983035,0.0001375863,0.000186947,0.0007167278,0.0002449118,0.0004103108],"domain_scores_gemma":[0.9995406,0.000142132,0.00007624996,0.0001505009,0.00003259677,0.00005796153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001624864,0.00005346464,0.002403748,0.000009467285,0.000007007714,0.0002721171,0.001704599,1.028608e-8,0.0000523957,0.0001747259,0.9653031,0.0300178],"study_design_scores_gemma":[0.0001124667,0.0001680284,0.02915888,0.00005791536,0.00001791146,0.00007806246,0.000446847,3.614484e-7,0.000008290044,0.0000417961,0.9696348,0.0002746792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.286133,0.002945825,0.00000247274,0.6673067,0.002383062,0.0001672668,0.00003190057,0.0001038405,0.04092591],"genre_scores_gemma":[0.06627128,0.00003575374,0.0006169456,0.7117123,0.005601109,0.00005241653,0.0002058731,0.00004630012,0.215458],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2198617,"threshold_uncertainty_score":0.9983041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063155659931259,"score_gpt":0.3784808900185901,"score_spread":0.2721653240254642,"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."}}