{"id":"W7019932053","doi":"","title":"Is The Situation In Pakistan Finally Starting To Improve?","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nexus (standard); Crunch; Government (linguistics)","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":[0.0006016217,0.0004198444,0.0002586014,0.0004421205,0.005367793,0.004437991,0.0006215062,0.003367716,0.07766309],"category_scores_gemma":[0.001577153,0.0002092581,0.0002504271,0.000865052,0.001272577,0.003217091,0.002353431,0.003103344,0.01573432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002298239,"about_ca_system_score_gemma":0.0137361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2119638,"about_ca_topic_score_gemma":0.2283218,"domain_scores_codex":[0.999474,0.00006530487,0.00001606294,0.00002958713,0.0001023003,0.0003126937],"domain_scores_gemma":[0.9987053,0.0000805331,0.00005812704,0.00004309525,0.0003775967,0.0007353638],"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":[0.00005351635,0.00003590777,0.005213153,0.0002236512,0.000007118128,0.001094511,0.001347605,0.00006767675,0.0002436481,0.006081778,0.9352791,0.05035236],"study_design_scores_gemma":[0.00001630918,0.00004803529,0.01476585,0.0002759707,0.000008498234,0.0005503637,0.01512889,0.00005351564,0.0001737245,0.002417065,0.9665282,0.00003359162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02483574,0.008229774,0.0004588738,0.5953965,0.01675701,0.00007505163,0.006182278,0.0004115529,0.3476533],"genre_scores_gemma":[0.2758613,0.03610716,0.002491228,0.1576639,0.004527281,0.0001361667,0.00608772,0.000385864,0.5167395],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2119638,"threshold_uncertainty_score":0.4214601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007578805413440181,"score_gpt":0.2224250930243581,"score_spread":0.2148462876109179,"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."}}