{"id":"W4413428832","doi":"10.4103/jiad.jiad_32_25","title":"Ambassador Kamal Nain Bakshi (1938–2025)","year":2025,"lang":"en","type":"article","venue":"The Journal of Inclusion and Disability – Research Neuro Rehabilitation and Empowerment","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Philosophy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01101534,0.00009771432,0.0001984464,0.0001223208,0.0027009,0.0000993609,0.0003061567,0.00007629718,0.0001096224],"category_scores_gemma":[0.007945761,0.00006714363,0.00007498241,0.000516605,0.002597727,0.0002234744,0.0007779476,0.0004008016,0.000003156999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003390725,"about_ca_system_score_gemma":0.0003293911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001214499,"about_ca_topic_score_gemma":0.0009938935,"domain_scores_codex":[0.9953738,0.002744026,0.0004337442,0.0001767111,0.0009762612,0.0002954697],"domain_scores_gemma":[0.9939808,0.00495817,0.00009470362,0.0001951239,0.0005660158,0.0002051561],"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":[0.006524301,0.003111447,0.1162801,0.000659264,0.000102866,0.00002313192,0.3306543,0.00002937985,0.006940708,0.2426925,0.1144085,0.1785736],"study_design_scores_gemma":[0.001058202,0.001735574,0.1633484,0.000157507,0.00003411214,0.000005315855,0.04568886,0.00005065411,0.00005162627,0.116287,0.671435,0.0001476924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8767218,0.000701375,0.00001646289,0.1135402,0.0003266675,0.0004065544,0.000002844827,0.00001108878,0.008273],"genre_scores_gemma":[0.997446,0.000716228,0.0001051994,0.0007195675,0.00007498126,0.000006923593,4.413306e-7,0.000003685786,0.0009269771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5570266,"threshold_uncertainty_score":0.9985974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02972366245387507,"score_gpt":0.3975680828565349,"score_spread":0.3678444204026599,"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."}}