{"id":"W2185594530","doi":"10.1111/pere.12097","title":"Is she the one? Personality judgments from online personal advertisements","year":2015,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Psychology; Agreeableness; Extraversion and introversion; Personality; Social psychology; Big Five personality traits; Emotionality; Romance; Reading (process); Linguistics","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":[0.001285623,0.0004091293,0.0003886491,0.0001189891,0.0006593716,0.00009084865,0.0005994625,0.0003927769,0.01347917],"category_scores_gemma":[0.0002639359,0.00033465,0.0003133254,0.0004181545,0.0003987864,0.000232805,0.0001001131,0.001334519,0.003032847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399584,"about_ca_system_score_gemma":0.0001856434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002052369,"about_ca_topic_score_gemma":0.0005114032,"domain_scores_codex":[0.9957178,0.0009609403,0.0005802609,0.0009126483,0.001103086,0.0007253209],"domain_scores_gemma":[0.9978067,0.0006703378,0.0002371238,0.0005481218,0.0002302807,0.0005074639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006956335,0.001818024,0.6156788,0.0000130369,0.001173006,0.00003499701,0.1425584,0.00000260483,0.0000787112,0.005567052,0.2257888,0.006590865],"study_design_scores_gemma":[0.002347703,0.0001313302,0.8741838,0.00003485044,0.000196376,0.00003445082,0.0137257,0.0006161854,0.000003441464,0.003882832,0.1044233,0.0004200196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9208361,0.002088463,0.0004309464,0.0323164,0.001510565,0.0004370105,0.001927136,0.0001306865,0.0403227],"genre_scores_gemma":[0.9754951,0.00001777272,0.0006221768,0.01037838,0.001085198,0.00009011052,0.0006583955,0.00005433531,0.0115985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.258505,"threshold_uncertainty_score":0.9999105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3130351269707172,"score_gpt":0.3910337556619108,"score_spread":0.07799862869119362,"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."}}