{"id":"W4249097140","doi":"10.1190/tle25060787.1","title":"GAC Spotlight","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Global Political and Economic Relations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Friendship; Executive director; Management; Library science; Political science; Executive committee; Operations research; Engineering; Psychology; Computer science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001190921,0.001005135,0.0005891906,0.001481698,0.002154178,0.005221468,0.001425995,0.002998782,0.6586605],"category_scores_gemma":[0.002282999,0.0003261885,0.0005967834,0.001292638,0.0005856546,0.001815093,0.002647894,0.002796841,0.4789546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001879789,"about_ca_system_score_gemma":0.002942585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01543622,"about_ca_topic_score_gemma":0.03157048,"domain_scores_codex":[0.9993196,0.00007043532,0.00001557315,0.00009740314,0.0003284025,0.0001685267],"domain_scores_gemma":[0.9974469,0.000124431,0.0000450064,0.000209847,0.001289954,0.0008838166],"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":[0.00003204041,0.00001017733,0.0000374471,0.00002969177,8.76988e-7,0.00003313595,0.000009992195,0.00001475913,0.0001024562,0.0008977433,0.9846806,0.01415116],"study_design_scores_gemma":[0.000004211358,0.000005834815,0.0001840931,0.00001955487,7.847788e-7,0.00002134433,0.00003484973,0.0000169015,0.00003746983,0.0001489057,0.9995235,0.000002618962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00116355,0.003887581,0.001131474,0.01916649,0.04345167,0.0003031733,0.004710842,0.003406726,0.9227785],"genre_scores_gemma":[0.003518309,0.001081264,0.0005670172,0.003995448,0.002043008,0.00007644927,0.002404406,0.0006972229,0.9856169],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6586605,"threshold_uncertainty_score":0.4868793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183961243555533,"score_gpt":0.2871927169759873,"score_spread":0.2653531045404319,"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."}}