{"id":"W1929070189","doi":"10.1177/1948550615599829","title":"Heavy Matters","year":2015,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Evolutionary Psychology and Human Behavior","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Attractiveness; Psychology; Perception; Trait; Social psychology; Physical attractiveness; Social perception","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001300079,0.0001420213,0.0001721211,0.00007338684,0.000652336,0.0000539947,0.000372051,0.0001670937,0.001939511],"category_scores_gemma":[0.00003451774,0.0001170382,0.00005170101,0.0003950663,0.003760922,0.0001751056,0.00006924692,0.000287072,0.0006223649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004492875,"about_ca_system_score_gemma":0.00002882872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009252334,"about_ca_topic_score_gemma":0.000008210407,"domain_scores_codex":[0.9981316,0.0001577845,0.0001847062,0.0006899956,0.0003533336,0.000482582],"domain_scores_gemma":[0.9992959,0.00003900383,0.0000586326,0.0001942315,0.0000929064,0.0003192696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009140821,0.001878494,0.2026599,0.000009670143,0.00003422019,0.000109169,0.03707214,2.342871e-7,0.00120917,0.3929653,0.3358552,0.02729244],"study_design_scores_gemma":[0.0006440186,0.0002815217,0.9687133,0.000001729212,0.000009937944,0.0000946236,0.002935201,0.000001391597,0.000001536056,0.01241962,0.01470503,0.0001921039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103165,0.000178983,0.00005392022,0.01418624,0.001015265,0.0001148096,0.00001584632,0.00009393037,0.07402448],"genre_scores_gemma":[0.9871184,0.000001463768,0.00018566,0.008911333,0.0003251118,0.00002254257,0.000003580655,0.000005455883,0.003426463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7660534,"threshold_uncertainty_score":0.9989728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967208943879593,"score_gpt":0.4435911478977255,"score_spread":0.2468702535097661,"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."}}