{"id":"W4247377156","doi":"10.1017/s0021963001007089","title":"Modeling Interinformant Agreement in the Absence of a “Gold Standard’","year":2001,"lang":"en","type":"article","venue":"Journal of Child Psychology and Psychiatry","topic":"European and International Law Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University; Université de Montréal","funders":"","keywords":"Psychology; Agreement; Gold standard (test); Medicine; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1723313,0.001202231,0.001902154,0.002669302,0.002096036,0.003845418,0.003145233,0.002407584,0.001580728],"category_scores_gemma":[0.2528994,0.001244551,0.002593732,0.002183405,0.004580715,0.003381862,0.005916437,0.003538607,0.0005111385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002651211,"about_ca_system_score_gemma":0.001948251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080547,"about_ca_topic_score_gemma":0.007828379,"domain_scores_codex":[0.8323637,0.1392115,0.004285082,0.0165244,0.005706714,0.001908588],"domain_scores_gemma":[0.4920418,0.4313202,0.02754238,0.03674548,0.01081564,0.001534575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0014127,0.0005964786,0.7092022,0.0003947409,0.003712119,0.0004483868,0.01975734,0.1278527,0.001219132,0.05742056,0.002423119,0.07556051],"study_design_scores_gemma":[0.0001379888,0.0005604225,0.1160913,0.0002642907,0.0007290964,0.0002950635,0.002693833,0.7790428,0.001617559,0.0933145,0.005029609,0.0002236502],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6267613,0.0006130284,0.36641,0.001229876,0.0001677049,0.000551711,0.0008871265,0.0002435527,0.003135825],"genre_scores_gemma":[0.951779,0.00007511218,0.04601644,0.0001603622,0.00004754904,0.0004728514,0.0007036706,0.00004105125,0.0007038551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1723313,"threshold_uncertainty_score":0.9113857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02396962295273434,"score_gpt":0.3419800134460648,"score_spread":0.3180103904933305,"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."}}