{"id":"W43131019","doi":"","title":"Keystone: Adjective or Noun?","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Adjective; Noun; Linguistics; Natural language processing; Computer science; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007102878,0.0003529925,0.0003987052,0.0001335985,0.001354293,0.001498412,0.001541525,0.0001362119,0.004669808],"category_scores_gemma":[0.0007086727,0.0002337758,0.00009134271,0.0002386673,0.0005594385,0.000253758,0.0005949449,0.000423537,0.0008400666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005337204,"about_ca_system_score_gemma":0.0001542894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0100439,"about_ca_topic_score_gemma":0.02229779,"domain_scores_codex":[0.9979063,0.0001358242,0.000463322,0.0005269148,0.0004751475,0.0004925477],"domain_scores_gemma":[0.9973624,0.0004859092,0.000360851,0.0009941413,0.0006906671,0.0001060356],"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":[0.001632327,0.00104354,0.002060467,0.000235607,0.0005485826,0.0001125745,0.3871147,0.0004544586,0.001377637,0.5263774,0.03020794,0.04883475],"study_design_scores_gemma":[0.0007850594,0.0000396942,0.003746255,0.00005614614,0.0001058875,0.00004565212,0.01255942,0.0008410075,0.00003967997,0.005125278,0.9762022,0.0004537371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4179928,0.00008795936,0.005434276,0.0397196,0.006990089,0.003216579,0.0001132516,0.0008797008,0.5255657],"genre_scores_gemma":[0.9211404,0.000002155001,0.0002592069,0.001254766,0.004326476,0.00008791317,0.00004159705,0.0001127594,0.07277468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9459943,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281486885875362,"score_gpt":0.2544119773070453,"score_spread":0.2262632887195091,"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."}}