{"id":"W2060202874","doi":"10.1111/j.1751-9004.2008.00159.x","title":"Historiometry in Personality and Social Psychology","year":2009,"lang":"en","type":"article","venue":"Social and Personality Psychology Compass","topic":"Personality Traits and Psychology","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Personality; Field (mathematics); Quarter (Canadian coin); Social psychology; Personality psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009351649,0.0005999002,0.0005574118,0.00662593,0.001237202,0.004385611,0.0007182159,0.0008461251,0.00674223],"category_scores_gemma":[0.02853268,0.0002408464,0.0003527319,0.007872158,0.008771767,0.004763331,0.002866835,0.002350074,0.0006445146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253585,"about_ca_system_score_gemma":0.001931127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002398117,"about_ca_topic_score_gemma":0.001887841,"domain_scores_codex":[0.9944584,0.003871525,0.000306963,0.0004352613,0.0008334457,0.00009449876],"domain_scores_gemma":[0.9700183,0.02165092,0.003010722,0.00218575,0.00258389,0.0005504197],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005791341,0.00009117161,0.03029053,0.0008069768,0.00006739827,0.0001551396,0.005561918,0.001163625,0.0004489978,0.6035739,0.009783091,0.3479994],"study_design_scores_gemma":[0.00001955206,0.0002258248,0.07511761,0.002323306,0.00004559858,0.0007882993,0.008835352,0.004738532,0.0009847372,0.6452399,0.2615708,0.0001104269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1215183,0.3081798,0.224821,0.03832013,0.00754056,0.0004119294,0.0009487536,0.0005007182,0.2977587],"genre_scores_gemma":[0.7969345,0.08633152,0.08339967,0.003590832,0.006208656,0.0004932765,0.0003039823,0.0001429462,0.02259462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9906483,"threshold_uncertainty_score":0.04945689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09933323265570476,"score_gpt":0.4166787136252136,"score_spread":0.3173454809695089,"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."}}