{"id":"W4252610682","doi":"10.1190/tle24060594.1","title":"GAC Spotlight","year":2005,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Political science; Library science; Public administration; Computer science","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":[0.0004864728,0.00007745162,0.0001721652,0.00006616662,0.0001862984,0.00006785033,0.0002611516,0.00002775334,0.003825883],"category_scores_gemma":[0.0000338721,0.00006494794,0.0000720366,0.00009704325,0.00008876311,0.0001421979,0.00007174752,0.00007482262,0.179781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006472763,"about_ca_system_score_gemma":0.000003742952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001473662,"about_ca_topic_score_gemma":0.000006971704,"domain_scores_codex":[0.9993207,0.000004134803,0.0002170036,0.0002187481,0.00001404121,0.0002253238],"domain_scores_gemma":[0.9995696,0.00003351502,0.00009360392,0.0002640079,0.000006861943,0.00003239413],"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":[0.000002860062,0.00001729053,0.001864032,0.000002721283,0.00003066094,5.236765e-7,0.001497488,0.00005685564,0.000007976232,0.2628883,0.7315207,0.002110591],"study_design_scores_gemma":[0.0001279795,0.000004590081,0.0009778539,0.000002958965,0.00000269755,0.000001550047,0.000111117,0.0004216949,0.00007515736,0.003238193,0.9949363,0.00009989824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03078806,0.001427011,0.0001453041,0.003131395,0.001915391,0.00007285324,0.00003887066,0.00005766718,0.9624234],"genre_scores_gemma":[0.4976293,0.00008322352,0.0001561806,0.0006263398,0.0003907186,0.000005420158,0.000001141289,0.000009231809,0.5010984],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4668413,"threshold_uncertainty_score":0.9970847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05217135606486224,"score_gpt":0.2175592006841865,"score_spread":0.1653878446193242,"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."}}