{"id":"W2506559064","doi":"10.1016/b0-12-369398-5/00454-0","title":"Models for Paired Comparisons","year":2005,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Social Measurement","topic":"Cultural Differences and Values","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004099024,0.0003778701,0.0007169207,0.00007013091,0.000149734,0.00001334146,0.000278639,0.000450422,0.002052878],"category_scores_gemma":[0.00001972457,0.0003408352,0.0004939852,0.00001932788,0.0001119576,0.00004549086,0.00004150725,0.0002424554,0.00009849162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001723625,"about_ca_system_score_gemma":0.00008912656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006456968,"about_ca_topic_score_gemma":0.0001963797,"domain_scores_codex":[0.9979061,0.00003965829,0.0006161877,0.0004122942,0.0006967072,0.0003290875],"domain_scores_gemma":[0.9987919,0.00005220701,0.0004401898,0.0002256568,0.0004040812,0.00008594516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001251626,0.0001545698,0.00002727827,0.0000922196,0.000570379,0.000001157039,0.004683261,0.00000607844,0.00001769519,0.5900565,0.3485808,0.05568494],"study_design_scores_gemma":[0.0007980728,0.0001730322,0.001274888,0.0001412258,0.0003510636,5.564899e-7,0.0003451787,0.00002479772,0.000004058475,0.02743741,0.968962,0.0004877886],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000974143,0.002563349,0.0009278521,0.0005611957,0.001315573,0.0009713064,0.0002368919,0.00006534783,0.9932611],"genre_scores_gemma":[0.06130496,0.0006798498,0.0008744225,0.0001707738,0.003744147,0.0002784204,0.0001432059,0.0001190816,0.9326851],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6203812,"threshold_uncertainty_score":0.9999044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2367179223702888,"score_gpt":0.3497665126084613,"score_spread":0.1130485902381725,"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."}}