{"id":"W6968316447","doi":"10.5281/zenodo.14898342","title":"Framing Ancient History of Manipur","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Framing (construction); Presentation (obstetrics); Focus (optics); Historical document","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005638076,0.00005633671,0.00009394703,0.0001323711,0.001351165,0.00009100151,0.0005210284,0.00003896997,0.004636805],"category_scores_gemma":[0.0006025554,0.00006276927,0.00003819028,0.0003705325,0.0002936899,0.00007551286,0.0004281864,0.00009968775,0.0007949577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000393394,"about_ca_system_score_gemma":0.00001878435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001348918,"about_ca_topic_score_gemma":0.0000032136,"domain_scores_codex":[0.9990038,0.0001769698,0.000144255,0.0001827747,0.0002589728,0.000233197],"domain_scores_gemma":[0.9992865,0.00001986217,0.00006302044,0.0001920059,0.0003676264,0.00007093828],"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":[0.00003183727,0.00009888061,0.00004520226,0.00006960824,0.00005203658,0.000005105442,0.04193788,0.000004357873,0.0008352324,0.1733707,0.5954905,0.1880586],"study_design_scores_gemma":[0.0001425299,0.00002866868,0.00111163,0.00002139902,0.000007528667,6.398264e-7,0.006771876,0.00001719148,0.00003010438,0.0001343867,0.9916782,0.00005584121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009929495,0.0007388126,0.000954389,0.0008257419,0.0003112075,0.0002001084,0.00001434412,0.0002684319,0.9867575],"genre_scores_gemma":[0.9713781,0.0001712161,0.0001331472,0.0004343992,0.0001223982,3.078173e-8,0.000045889,0.0002689997,0.02744585],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9614486,"threshold_uncertainty_score":0.999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04791059577409573,"score_gpt":0.2755312012028246,"score_spread":0.2276206054287289,"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."}}