{"id":"W4233271167","doi":"10.1108/oxan-db260586","title":"Libyan unity government should ease economic pressures","year":2021,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Prime minister; Quarter (Canadian coin); Business; Economic policy; State (computer science); Lift (data mining); Economy; International trade; Engineering; Political science; Economics; Geography; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.002031118,0.0004580004,0.0003318283,0.0007118495,0.005615945,0.007990046,0.000520618,0.003145003,0.04718042],"category_scores_gemma":[0.003373148,0.0001724276,0.000204875,0.0007148907,0.002506581,0.002823988,0.003939802,0.003356856,0.0138182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003414844,"about_ca_system_score_gemma":0.007998105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006756337,"about_ca_topic_score_gemma":0.008213161,"domain_scores_codex":[0.9985384,0.0004785141,0.00006513371,0.000114709,0.000308094,0.000495187],"domain_scores_gemma":[0.9986231,0.000161081,0.0001005736,0.0001365225,0.0005147915,0.0004639725],"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":[0.00009691586,0.0001520745,0.005699145,0.000293082,0.00001870654,0.0008550695,0.003194983,0.000270926,0.0008706596,0.2660176,0.6239197,0.09861101],"study_design_scores_gemma":[0.00001270164,0.00001876153,0.002421214,0.0001613804,0.000002765479,0.0001641725,0.002338033,0.00007132788,0.0002451605,0.008719603,0.9858356,0.000009263694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02591449,0.005959712,0.001043985,0.2721173,0.009428903,0.00009410221,0.0003246023,0.0004139755,0.6847029],"genre_scores_gemma":[0.2378385,0.004156691,0.002235356,0.0638211,0.003101683,0.0001264254,0.0003362604,0.0001852478,0.6881988],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.04718042,"threshold_uncertainty_score":0.1578342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04039592525464839,"score_gpt":0.3287457267208939,"score_spread":0.2883498014662455,"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."}}