{"id":"W3131992339","doi":"","title":"District Census Handbook, Panch Mahals, Part XII-A & B, Series-25","year":2016,"lang":"en","type":"article","venue":"Census Library, India","topic":"Politics and Conflicts in Afghanistan, Pakistan, and Middle East","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Geography; Urban agglomeration; Population; Socioeconomics; Quarter (Canadian coin); Demography; Archaeology; Sociology","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":[0.000587485,0.0007986968,0.0005567537,0.003703561,0.0004772487,0.001351368,0.001392211,0.0003071829,0.1070354],"category_scores_gemma":[0.003266561,0.0008146833,0.0002799351,0.01447191,0.0002175448,0.001354912,0.0004979287,0.0009334343,0.06212871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001780465,"about_ca_system_score_gemma":0.003888543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06858183,"about_ca_topic_score_gemma":0.06786086,"domain_scores_codex":[0.9994591,0.00009689517,0.00009681822,0.00009569721,0.0001930215,0.00005846584],"domain_scores_gemma":[0.9979069,0.0002710745,0.0002126116,0.0001500326,0.001352396,0.0001069981],"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":[0.00002852442,0.0000161702,0.001559168,0.0003178594,0.000006771649,0.00001598062,0.0000922629,0.0001795774,0.00008162199,0.001504714,0.9767292,0.01946825],"study_design_scores_gemma":[0.00002630427,0.00001835942,0.02571721,0.0001959195,0.000008599661,0.00007076502,0.0004098674,0.0002265409,0.00009648404,0.0005381092,0.9726788,0.0000130555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.003154257,0.003320711,0.001377492,0.0009058772,0.001026427,0.0006867361,0.9187842,0.0007561889,0.06998817],"genre_scores_gemma":[0.02341597,0.01012904,0.007376922,0.0006634088,0.0004243296,0.002399114,0.7902628,0.0005513243,0.1647771],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1070354,"threshold_uncertainty_score":0.358069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02546056893110277,"score_gpt":0.2612513719442158,"score_spread":0.2357908030131131,"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."}}