{"id":"W7066442871","doi":"","title":"5. Humanities A Study On Married C. Gobalakrishnan","year":2014,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marital status; Legal action; Quarter (Canadian coin); Population","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001763888,0.0003684714,0.0004634555,0.00007328013,0.00004328781,0.00005729403,0.0002610219,0.000254616,0.2042957],"category_scores_gemma":[0.00005628729,0.0003554197,0.0001012107,0.000005679561,0.00005257161,1.104005e-7,0.00003684238,0.000245716,0.01512419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005228406,"about_ca_system_score_gemma":0.00000670617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006106201,"about_ca_topic_score_gemma":0.0006678732,"domain_scores_codex":[0.9985436,0.00004955502,0.0004889285,0.0001499962,0.0004896678,0.0002782992],"domain_scores_gemma":[0.999263,0.0000600112,0.000157898,0.0003737129,0.00006708362,0.00007826976],"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":[0.00002379729,0.00006201833,0.000007896788,0.0003426775,0.0001177078,0.000006771576,0.000126609,0.001449488,1.431673e-7,0.00002334343,0.9970529,0.0007866395],"study_design_scores_gemma":[0.0005694061,0.0002513286,0.00005086809,0.000244707,0.00005222488,0.000003227739,0.0002347153,0.00005254456,0.000005519933,0.000003368095,0.9981815,0.0003506315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003840199,0.0001254869,7.036353e-7,0.000009111125,0.0005387202,0.000532331,0.00005292552,0.0004563454,0.9979004],"genre_scores_gemma":[0.01719392,0.00004086242,0.0001475462,0.0000807598,0.000142337,0.0000307031,0.00003562564,0.000197326,0.9821309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1891715,"threshold_uncertainty_score":0.9998898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092366164408007,"score_gpt":0.1835751091088994,"score_spread":0.1726514474648194,"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."}}