{"id":"W3135843657","doi":"","title":"District Census Handbook, Bharuch, Part XII-A & B, Series-25","year":2016,"lang":"en","type":"article","venue":"Census Library, India","topic":"Plant Ecology and Taxonomy Studies","field":"Agricultural and Biological 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007342413,0.0002413385,0.000280136,0.00001681924,0.0004240588,0.00005428249,0.0003462447,0.0001813915,0.001283788],"category_scores_gemma":[0.00006543961,0.00007735371,0.0001184901,0.0002379049,0.0002102766,0.0004555502,0.0002023194,0.0001253653,0.0003144501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001727683,"about_ca_system_score_gemma":0.0000133105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001033259,"about_ca_topic_score_gemma":0.00005260489,"domain_scores_codex":[0.9985479,0.00009077457,0.0002625425,0.0004100767,0.0001193429,0.0005693426],"domain_scores_gemma":[0.9991714,0.0004172974,0.0001209264,0.00009419672,0.00002007178,0.0001761403],"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":[0.000230905,0.0001807911,0.4269786,0.00001408631,0.0001347207,0.0002153903,0.0000489448,8.477755e-8,0.006994423,0.003945833,0.4427668,0.1184895],"study_design_scores_gemma":[0.0001750923,0.0001124915,0.3565001,0.00002958101,0.00001041542,0.0000218111,0.00003924949,1.431056e-7,0.002480695,0.0004623726,0.639972,0.0001959981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9466478,0.00137776,7.865617e-7,0.009427655,0.00106084,0.0003290327,0.003416803,0.0003923055,0.03734708],"genre_scores_gemma":[0.9856808,0.001348131,0.00008553227,0.0006004674,0.0009140713,0.00005420495,0.0004677291,0.000002968606,0.01084605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1972052,"threshold_uncertainty_score":0.9996292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02141075448167567,"score_gpt":0.1815197499150874,"score_spread":0.1601089954334117,"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."}}