{"id":"W3135476776","doi":"","title":"District Census Handbook, Dohad, 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; Population; Urban agglomeration; Socioeconomics; Quarter (Canadian coin); Demography; Sociology; Archaeology","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":[0.00007685538,0.0002376014,0.0002761019,0.00001618087,0.0004251745,0.0000558875,0.0003381515,0.0001800152,0.001209224],"category_scores_gemma":[0.00005921964,0.000075308,0.0001162245,0.000233694,0.0002103921,0.000436589,0.0002041735,0.0001214806,0.0003184174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001677262,"about_ca_system_score_gemma":0.00001277104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001100497,"about_ca_topic_score_gemma":0.00006187985,"domain_scores_codex":[0.9985711,0.00008802548,0.0002562643,0.0004041941,0.0001180387,0.0005623996],"domain_scores_gemma":[0.9991785,0.0004182582,0.0001178731,0.00009351663,0.00001944581,0.0001724349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002332578,0.0001767151,0.4577846,0.00001264073,0.0001266185,0.0002144619,0.00004383063,9.035627e-8,0.005388886,0.004145307,0.4243723,0.1075013],"study_design_scores_gemma":[0.0001780379,0.0001150806,0.3523011,0.0000282574,0.00001006189,0.00002197503,0.00003880699,1.315478e-7,0.002023765,0.0004625887,0.6446294,0.0001908064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440837,0.001378844,7.790158e-7,0.009739418,0.001001763,0.0003197652,0.00311707,0.0003740312,0.03998467],"genre_scores_gemma":[0.98609,0.001236843,0.00008020709,0.0005818542,0.0008499557,0.00005173569,0.0004337626,0.000002774959,0.01067284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2202571,"threshold_uncertainty_score":0.9997038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101002220688925,"score_gpt":0.1812903062565298,"score_spread":0.1602802840496406,"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."}}