{"id":"W3019559199","doi":"10.1037/dev0000925","title":"Preschoolers use helpful and harmful interactions to predict social category membership.","year":2020,"lang":"en","type":"article","venue":"Developmental Psychology","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Children's Hospital Foundation; Canada Foundation for Innovation","keywords":"Categorization; Psychology; Social category; Social psychology; Character (mathematics); Developmental psychology; Social relation; PsycINFO; Property (philosophy); Concept learning; Cognitive psychology; Linguistics; MEDLINE","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001562372,0.0002940909,0.000312223,0.0001504208,0.0002579918,0.00007832697,0.000251809,0.000149851,0.004371927],"category_scores_gemma":[0.0001056056,0.000308395,0.00006827395,0.0003224453,0.0001175077,0.0001768895,0.000195096,0.000509045,0.002471047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000772907,"about_ca_system_score_gemma":0.00005908552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004586849,"about_ca_topic_score_gemma":0.00003016077,"domain_scores_codex":[0.9978659,0.0001527402,0.0004133979,0.0008727778,0.0001770959,0.0005181451],"domain_scores_gemma":[0.9992223,0.00008133822,0.00009245227,0.0001321629,0.00004960681,0.0004221193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001686507,0.000383689,0.1655921,0.00003582621,0.0006432942,0.0002156493,0.06051081,0.000003134773,0.006049685,0.004278115,0.6988919,0.06170935],"study_design_scores_gemma":[0.0008047238,0.0001283846,0.6300707,0.000009846548,0.00001495994,0.00009574178,0.001556819,0.000002745861,0.00006758045,0.00004788156,0.3669097,0.0002909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8939347,0.00007530751,0.0004446709,0.03027035,0.001574072,0.0005585182,0.00004114474,0.0003384799,0.07276277],"genre_scores_gemma":[0.969589,0.000007780464,0.002615425,0.02458923,0.0003449746,0.00008115651,0.00005587142,0.00005028375,0.002666274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4644787,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08917787322547954,"score_gpt":0.3444715953699627,"score_spread":0.2552937221444832,"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."}}