{"id":"W2136545324","doi":"10.1177/0146167211415630","title":"Found in Translation","year":2011,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Categorization; Psychology; Sexual orientation; Homosexuality; Social psychology; Social perception; Developmental psychology; Perception","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001343706,0.001229109,0.0007753278,0.001949468,0.001724274,0.004690895,0.001246739,0.001626346,0.7017375],"category_scores_gemma":[0.007889696,0.0004354211,0.0004928363,0.002961191,0.001236278,0.002790115,0.002927829,0.001627841,0.5916212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102278,"about_ca_system_score_gemma":0.002005146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002398387,"about_ca_topic_score_gemma":0.002353377,"domain_scores_codex":[0.9986423,0.0002530093,0.0002295411,0.0003927758,0.0003456516,0.0001368051],"domain_scores_gemma":[0.9967465,0.000456223,0.00021079,0.0009961083,0.001278864,0.0003114757],"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":[0.0002438545,0.00008656656,0.001390555,0.001287002,0.0000291679,0.0007305239,0.001327057,0.0000974827,0.003222032,0.02816989,0.6394792,0.3239368],"study_design_scores_gemma":[0.00001089827,0.00001896258,0.0007824547,0.0001598361,0.00000574212,0.0002002066,0.000243851,0.000030789,0.0002711571,0.001756884,0.9965121,0.000007002312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00285383,0.002439274,0.004806953,0.006762958,0.01810426,0.0003210907,0.01364576,0.002257891,0.948808],"genre_scores_gemma":[0.0272993,0.003379554,0.007480961,0.003136353,0.001699541,0.0003165398,0.01796824,0.002279315,0.9364403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7017375,"threshold_uncertainty_score":0.4254352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1627974800625491,"score_gpt":0.3921330982680853,"score_spread":0.2293356182055362,"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."}}