{"id":"W4233952300","doi":"10.1190/tle24010044.1","title":"GAC Spotlight","year":2005,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geoscience BC","funders":"","keywords":"Term (time); Globalization; Political science; History; Law; Physics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000112218,0.0000740282,0.00007615378,0.0000340981,0.0004477889,0.00008233088,0.0001374828,0.00001244122,0.001276975],"category_scores_gemma":[0.00001001844,0.00004128612,0.00006729554,0.00002497193,0.0001996871,0.00009378116,0.00002711546,0.00009437666,0.001421978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008884015,"about_ca_system_score_gemma":0.000003483027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002612881,"about_ca_topic_score_gemma":0.0004829478,"domain_scores_codex":[0.9995921,0.00001880988,0.00007681169,0.00008078245,0.00006937736,0.0001621789],"domain_scores_gemma":[0.9997438,0.00005229502,0.00002443963,0.0001428082,0.00001951686,0.0000171449],"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":[0.000008151857,0.00003145483,0.00009918484,0.00000995777,0.00006045754,0.000003352406,0.2483512,0.000002332698,0.00005954205,0.5229135,0.2063826,0.02207825],"study_design_scores_gemma":[0.00007628063,0.0000118751,0.0001080216,0.00001176242,0.00001489963,0.000001508958,0.002443714,0.000007216375,0.0002416297,0.0007528737,0.9962545,0.00007570346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09313322,0.002251017,0.000009686792,0.005621432,0.000586038,0.0000766873,0.000005327837,0.0001758048,0.8981408],"genre_scores_gemma":[0.9263192,0.00002538298,0.00002203918,0.00142763,0.002885522,0.000006919382,0.000001211331,0.000009602662,0.06930247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.833186,"threshold_uncertainty_score":0.999636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02936286421962368,"score_gpt":0.238512644402502,"score_spread":0.2091497801828783,"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."}}