{"id":"W7133100269","doi":"","title":"Children’s Effort Exertion and Reasoning Reflect Strategic Sensitivity to Gendered Costs and Benefits","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Psychology of Social Influence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Value (mathematics); Obedience; Cognition; Function (biology); Energy (signal processing); Action (physics); Differential (mechanical device); Sociocultural evolution; Motivated reasoning","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":[0.001267507,0.0005935455,0.000301299,0.0007628902,0.0004065993,0.003245962,0.000354701,0.0005725747,0.003731396],"category_scores_gemma":[0.005587704,0.0006453263,0.0005204555,0.0003974193,0.001442657,0.001161522,0.0009747586,0.001543448,0.0005394369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006323677,"about_ca_system_score_gemma":0.0006150291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005256338,"about_ca_topic_score_gemma":0.01012461,"domain_scores_codex":[0.9990375,0.0001289031,0.00007932802,0.0002207822,0.0003415539,0.0001920052],"domain_scores_gemma":[0.9974826,0.0006724006,0.001131021,0.0002235978,0.0003095863,0.0001807196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001417039,0.0002854787,0.8723617,0.0002044944,0.0001270659,0.0009605925,0.04699342,0.0006265738,0.03074592,0.004101204,0.0009924275,0.04245952],"study_design_scores_gemma":[0.000007286587,0.0001623011,0.9844769,0.0000610248,0.00004682308,0.0006439575,0.007270307,0.0002561106,0.003245571,0.001621815,0.002170185,0.000037713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930766,0.0003714713,0.0009275997,0.0001622468,0.00001079679,0.00001263143,0.0001465751,0.00003085545,0.005261175],"genre_scores_gemma":[0.9961264,0.000504604,0.001583564,0.0000578242,0.000004177302,0.00002710541,0.0001746458,0.00001786167,0.001503944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005256338,"threshold_uncertainty_score":0.01248276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04577274466372361,"score_gpt":0.3990914654954444,"score_spread":0.3533187208317208,"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."}}