{"id":"W4319461758","doi":"10.1371/journal.pone.0280511","title":"Inka Unku: Imperial or provincial? State-local relations","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondo de Fomento al Desarrollo Científico y Tecnológico; Comisión Nacional de Investigación Científica y Tecnológica","keywords":"State (computer science); Geography; Computer science","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":[0.0003596146,0.00007462311,0.0001631638,0.00006478701,0.0007543246,0.00004097813,0.0001159808,0.00006644195,0.0003078185],"category_scores_gemma":[0.0004534652,0.00006270174,0.00003542386,0.0005326996,0.0003226025,0.0001080811,0.00005218758,0.0001049789,0.001864133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007930971,"about_ca_system_score_gemma":0.0003106729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004678697,"about_ca_topic_score_gemma":0.002786363,"domain_scores_codex":[0.9988177,0.0001111565,0.0001512533,0.0001625036,0.0004331341,0.0003242045],"domain_scores_gemma":[0.9995622,0.0001153422,0.00003906431,0.0001080874,0.00007432481,0.0001009477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005284176,0.001923841,0.0420589,0.0001159232,0.0009131203,0.0001112172,0.8308592,0.00002343562,0.001694889,0.0585591,0.04409807,0.0191139],"study_design_scores_gemma":[0.004328744,0.0008825506,0.08052745,0.0005660723,0.0006741837,0.000001186863,0.7028391,0.00122689,0.001337895,0.05831935,0.1469779,0.002318658],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8239313,0.00004565575,0.000149047,0.004238873,0.0002599507,0.0005001139,0.00009622655,0.0006124481,0.1701664],"genre_scores_gemma":[0.9599257,0.00005992275,0.0001885119,0.00003238189,0.0004500395,0.00004755794,0.000008525017,0.00001121183,0.03927613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1359945,"threshold_uncertainty_score":0.998913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07742050308270379,"score_gpt":0.2905763440620867,"score_spread":0.2131558409793829,"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."}}