{"id":"W1972116803","doi":"10.1353/lan.2003.0093","title":"Reply to Kac","year":2003,"lang":"en","type":"article","venue":"Language","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plastic arts; Reading (process); Mathematics; Art; Linguistics; Philosophy; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008688097,0.00008367511,0.00008981502,0.00006000597,0.0001706475,0.00006480403,0.00007100368,0.00001126255,0.006665268],"category_scores_gemma":[0.00006672673,0.00006457519,0.00006159813,0.00004410696,0.00005359691,0.00005637912,0.00001579476,0.00005550444,0.0005135414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006042189,"about_ca_system_score_gemma":0.000005265641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004332624,"about_ca_topic_score_gemma":0.0006867786,"domain_scores_codex":[0.9994839,0.00002548738,0.00008748517,0.0001360648,0.00008616827,0.0001809231],"domain_scores_gemma":[0.9996937,0.00002380836,0.00001803628,0.0001897377,0.00002394554,0.00005078569],"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":[0.000007060652,0.00004099242,0.0002024019,0.00001509753,0.00003266078,0.00006163161,0.4318742,4.769146e-7,0.0002557947,0.5044914,0.06060069,0.002417522],"study_design_scores_gemma":[0.0001067647,0.00003762012,0.0001163071,0.000009527566,0.000008111327,0.000002010442,0.03692708,1.410871e-7,0.0007978947,0.0002879495,0.9615914,0.0001152396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1579375,0.001239471,0.00002125689,0.0004552332,0.0003927546,0.0001024707,0.00001584835,0.000111318,0.8397242],"genre_scores_gemma":[0.9486834,0.000003638101,0.0001996082,0.008991608,0.0003490338,0.00001832914,0.000003215679,0.00001123926,0.04173997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9009907,"threshold_uncertainty_score":0.9942428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01521559405253229,"score_gpt":0.232069403457663,"score_spread":0.2168538094051307,"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."}}