{"id":"W4241066442","doi":"10.1515/iupac.88.0437","title":"Ames Test","year":2017,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Psychological Testing and Assessment","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Terminology; Relation (database); Computer science; Linguistics; Data mining; Philosophy","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":[0.0007506224,0.0005488032,0.0007987042,0.0001472025,0.0002968745,0.0001709861,0.001235886,0.0006594041,0.01399115],"category_scores_gemma":[0.002181219,0.0004406232,0.0002336625,0.0001020149,0.0003179723,0.00004523578,0.0002203536,0.001180672,0.0000877867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001689976,"about_ca_system_score_gemma":0.0002668477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002683217,"about_ca_topic_score_gemma":0.0001454857,"domain_scores_codex":[0.9969925,0.0001360581,0.0005054176,0.0009061614,0.0007910535,0.0006687596],"domain_scores_gemma":[0.9961079,0.0004919104,0.0005853775,0.002312028,0.000257482,0.0002452728],"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":[0.00005258193,0.001142502,0.0002463784,0.00003762907,0.0001239068,0.0004736935,0.00001223807,1.962441e-7,0.000001803795,0.00001424499,0.9875656,0.01032917],"study_design_scores_gemma":[0.0009095123,0.0006312869,0.003749007,0.0002559607,0.000116143,0.00005743885,0.00003974156,7.472556e-7,5.811308e-7,0.0003113467,0.9934137,0.0005145004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001515512,0.0008993557,0.00002701566,0.0008948729,0.003470626,0.0002649219,0.9885079,0.000190498,0.00559321],"genre_scores_gemma":[0.0001745036,0.0001727303,0.0001083096,0.0007063291,0.001836665,0.00004560815,0.9911178,0.00004300721,0.005795046],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01390336,"threshold_uncertainty_score":0.9998046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05815843321998759,"score_gpt":0.54612828055948,"score_spread":0.4879698473394924,"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."}}