{"id":"W3136775206","doi":"","title":"District Census Handbook, Surat, Part II, Part XII-A & B, Series-25","year":2016,"lang":"en","type":"article","venue":"Census Library, India","topic":"Agricultural Economics and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Geography; Population; 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":[0.0001433723,0.0003282784,0.0003263156,0.00001435601,0.0005932308,0.0002524492,0.0004961164,0.0002053317,0.003691113],"category_scores_gemma":[0.00006848012,0.00009971501,0.0001853183,0.0002991423,0.0001327174,0.001550639,0.0002840041,0.0001704368,0.0002786558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002812671,"about_ca_system_score_gemma":0.00001858489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004916178,"about_ca_topic_score_gemma":0.00005865446,"domain_scores_codex":[0.9980918,0.000118029,0.0004334629,0.0005568505,0.0001691614,0.0006306514],"domain_scores_gemma":[0.9987639,0.0004298051,0.0002981793,0.0001435432,0.00003631038,0.0003282238],"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":[0.0002800121,0.0002449501,0.05253736,0.00001546334,0.0001144725,0.00009266671,0.0001038222,6.486665e-7,0.01282018,0.007314985,0.7197261,0.2067493],"study_design_scores_gemma":[0.0002091082,0.0002372465,0.1095724,0.00004999637,0.00001576518,0.00003020421,0.00008752311,8.027483e-7,0.003316241,0.0005072932,0.885594,0.0003795255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9527491,0.0009340857,1.351357e-7,0.01623962,0.0009898219,0.000274436,0.002018098,0.0002422805,0.02655248],"genre_scores_gemma":[0.96247,0.002916925,0.00008253678,0.0007577779,0.002430805,0.00004255646,0.001173294,0.000006525176,0.0301196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2063698,"threshold_uncertainty_score":0.9972196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02275000966045641,"score_gpt":0.1935923235634976,"score_spread":0.1708423139030412,"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."}}