{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00211609,0.001023338,0.0007105528,0.001770764,0.002570403,0.007925342,0.001962824,0.004842481,0.4652988],"category_scores_gemma":[0.004798634,0.0003535417,0.0008544091,0.001279789,0.0008169292,0.002173834,0.003207525,0.00447819,0.4004075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002714904,"about_ca_system_score_gemma":0.006274027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142249,"about_ca_topic_score_gemma":0.02146502,"domain_scores_codex":[0.9983221,0.0001695597,0.0000456855,0.0002076485,0.0008858583,0.0003690466],"domain_scores_gemma":[0.9947494,0.0002348871,0.0001214894,0.0004159368,0.002732703,0.001745467],"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":[0.00001571263,0.000006679153,0.00002431193,0.00002245409,7.754202e-7,0.00002286017,0.000006193924,0.00001232063,0.0000542879,0.001023581,0.9928008,0.006010049],"study_design_scores_gemma":[0.000003760824,0.000005740147,0.0001343647,0.00002026916,7.521977e-7,0.00001627412,0.0000219221,0.00001435252,0.00003486816,0.0002054439,0.9995394,0.000002752144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001003548,0.004911283,0.001470722,0.05703844,0.177158,0.0003400899,0.005737742,0.003463831,0.7488764],"genre_scores_gemma":[0.003382434,0.001193075,0.0006606512,0.01476463,0.007456518,0.0001120196,0.002374996,0.000911331,0.9691443],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4652988,"threshold_uncertainty_score":0.7626864,"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."}}