{"id":"W3217118180","doi":"","title":"District Census Handbook, Satara, Part XII-A & B, Series-28","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; 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":[0.0002500526,0.0003056687,0.000321807,0.00009803025,0.0008911245,0.0003141556,0.0006595635,0.0002425236,0.00128039],"category_scores_gemma":[0.0001391499,0.0002349106,0.000177949,0.000333319,0.0007810844,0.0007161985,0.0001437246,0.0001735624,0.00027717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000107432,"about_ca_system_score_gemma":0.0003705228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002340424,"about_ca_topic_score_gemma":0.0001148769,"domain_scores_codex":[0.9972652,0.0001988453,0.0004196562,0.0005011301,0.0004888248,0.001126406],"domain_scores_gemma":[0.9984379,0.0001728524,0.000171412,0.0005138133,0.00006072319,0.0006432537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007777168,0.00008903136,0.005061104,0.00002136132,0.00004780777,0.0001049026,0.0005914777,7.719828e-8,0.0001013556,0.9643796,0.01380104,0.01572449],"study_design_scores_gemma":[0.0005240263,0.00006492325,0.003619399,0.0001192061,0.00002244285,0.00000618635,0.0003427819,4.76686e-7,0.0007191224,0.005046483,0.9891214,0.0004134924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005847843,0.001935035,0.00006013831,0.0008407456,0.002753241,0.0003878413,0.002740178,0.0004581438,0.9849768],"genre_scores_gemma":[0.1964311,0.002790663,0.0003181717,0.0008657114,0.002704952,0.00003985698,0.0002137695,0.00008392376,0.7965519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9753204,"threshold_uncertainty_score":0.9996326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467026951532217,"score_gpt":0.2592836088779835,"score_spread":0.2346133393626613,"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."}}