{"id":"W1846649742","doi":"10.25336/p6kw4r","title":"Introduction to Parameswara Krishnan","year":2008,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Indian History and Philosophy","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007774428,0.00008376865,0.0001229007,0.0003056893,0.0005334272,0.00001128701,0.00005188499,0.00002720194,0.0003063314],"category_scores_gemma":[0.00005781735,0.00008897045,0.0000239667,0.00007421651,0.0001079439,0.0001400875,0.000006860237,0.00007659681,0.0002202948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210379,"about_ca_system_score_gemma":0.00003462124,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05891718,"about_ca_topic_score_gemma":0.5833341,"domain_scores_codex":[0.9993882,0.00002670956,0.0001603904,0.0001644342,0.00007078837,0.0001895061],"domain_scores_gemma":[0.9996759,0.00001137665,0.0000280688,0.000126058,0.00006025075,0.00009838316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002396003,0.00002103836,0.01712264,0.00003262483,0.00004114426,0.00007315286,0.3882774,0.0003522196,0.000001738168,0.2662947,0.3251251,0.00263428],"study_design_scores_gemma":[0.00008169813,0.0000343488,0.01303421,0.00001249489,0.00000446745,0.000006213547,0.001069591,0.000005507866,0.00000177922,0.002921203,0.982684,0.0001445092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624099,0.0004810995,0.000001013679,0.003892251,0.00363858,0.0002365795,0.00002282337,0.0000363058,0.0292815],"genre_scores_gemma":[0.9922536,0.00001566502,0.00003016146,0.0008213294,0.003333684,0.00002393527,0.00003387893,0.000009458417,0.003478314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6575589,"threshold_uncertainty_score":0.9473495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09736191644974865,"score_gpt":0.2685609251002577,"score_spread":0.171199008650509,"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."}}