{"id":"W2162264344","doi":"10.1002/9781118445112.stat05301","title":"Agreement, Measurement of","year":2014,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Categorical variable; Agreement; Unanimity; Measure (data warehouse); Interpretation (philosophy); Kappa; Statistics; Mathematics; Interval (graph theory); Monotonic function; Computer science; Data mining; Combinatorics; Mathematical analysis; Geometry","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":["insufficient_payload"],"category_scores_codex":[0.005992513,0.0007675931,0.001573045,0.0008076658,0.0001044246,0.0001509199,0.002151231,0.000420074,0.02056777],"category_scores_gemma":[0.005400277,0.0005746,0.0001930593,0.0006500512,0.0004654099,0.00007125984,0.0003650347,0.0005907703,0.00128026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002153567,"about_ca_system_score_gemma":0.0005452273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002529676,"about_ca_topic_score_gemma":0.002161183,"domain_scores_codex":[0.9835387,0.0007643091,0.002534375,0.001393303,0.01105325,0.0007160705],"domain_scores_gemma":[0.99186,0.0007017772,0.002501715,0.002455727,0.002126952,0.0003538436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004539737,0.0006276605,0.0005514553,0.0002287775,0.0001716696,0.000007101124,0.00004921763,0.00003729418,0.0002777019,0.0113016,0.9174485,0.06925362],"study_design_scores_gemma":[0.0007774363,0.0004696364,0.0006412524,0.0009475942,0.0001401709,0.000001250351,0.0001600936,0.0004285021,0.0000782428,0.03069472,0.9650038,0.0006572824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00006481171,0.002562881,0.5003544,0.000413298,0.002181149,0.00176137,0.02776156,0.0001966451,0.4647039],"genre_scores_gemma":[0.009366938,0.004927793,0.2608642,0.0006091932,0.001121199,0.0001105314,0.002253616,0.0008149431,0.7199316],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2552277,"threshold_uncertainty_score":0.9996706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2273606341632211,"score_gpt":0.3941897813384518,"score_spread":0.1668291471752307,"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."}}