{"id":"W2097212695","doi":"10.1111/j.1475-6811.2010.01282.x","title":"The unique and combined benefits of accuracy and positive bias in relationships","year":2010,"lang":"en","type":"article","venue":"Personal Relationships","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"","keywords":"Psychology; Social psychology","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":[0.004412794,0.000345597,0.0004060099,0.0003183284,0.0003085212,0.0006667871,0.0002179108,0.0005787591,0.001911351],"category_scores_gemma":[0.03486073,0.0002889547,0.0002381215,0.0002039941,0.0007349051,0.0006901434,0.0009857302,0.0007409722,0.0001715678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176302,"about_ca_system_score_gemma":0.0002999004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003000878,"about_ca_topic_score_gemma":0.0006287292,"domain_scores_codex":[0.9955938,0.002421976,0.0003544772,0.0003291802,0.001103141,0.0001973343],"domain_scores_gemma":[0.9543549,0.03316737,0.005209363,0.004484112,0.00127906,0.001505228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02697399,0.003662642,0.344927,0.001084361,0.000678506,0.0005122292,0.003867698,0.002310931,0.2800284,0.001686367,0.0003858528,0.3338821],"study_design_scores_gemma":[0.0007809908,0.02042967,0.9139495,0.000168466,0.0006965241,0.001665126,0.0008616105,0.002532536,0.05371953,0.003167744,0.001938498,0.00008984833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975045,0.0001767366,0.0007345634,0.00008580184,0.00001462704,0.00001799705,0.00002158897,0.000008870697,0.001435291],"genre_scores_gemma":[0.9983513,0.000105775,0.001261977,0.00004511919,0.00002544313,0.00001604582,0.0000135651,0.000003606075,0.0001770794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004412794,"threshold_uncertainty_score":0.02333742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06987737804055937,"score_gpt":0.3635346132590181,"score_spread":0.2936572352184588,"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."}}