{"id":"W4380714822","doi":"10.36901/allpanchis.v49i90.1517","title":"Heritage Conservation and Restoration in Puno","year":2022,"lang":"en","type":"article","venue":"Allpanchis","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cultural heritage; Geography; Archaeology","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":[0.0001384231,0.00004929872,0.00005484959,0.00005070681,0.0002564839,0.00007847671,0.00004865087,0.000007519173,0.00185707],"category_scores_gemma":[0.000008881085,0.00004958589,0.00001137373,0.00003982647,0.00002653224,0.0003519751,0.00006337566,0.00006977366,0.000008065404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000290413,"about_ca_system_score_gemma":0.000004152808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009731867,"about_ca_topic_score_gemma":0.01100049,"domain_scores_codex":[0.9995885,0.00004956405,0.0001080086,0.0000838792,0.00009709758,0.0000728792],"domain_scores_gemma":[0.9998558,0.00001954639,0.00003331041,0.00006523554,0.00001569484,0.00001040504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008722165,0.00009576258,0.0376712,0.00005272551,0.00001949935,0.00001071424,0.09219927,0.00005442125,0.000510795,0.8043703,0.05696505,0.007963036],"study_design_scores_gemma":[0.0002765047,0.00006785817,0.02149145,0.00000421636,0.000005229532,5.526271e-7,0.007223569,0.0006356976,0.000004791084,0.004330095,0.965858,0.0001020551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482052,0.0001768081,0.000003202701,0.002865909,0.0002032745,0.0001706498,0.000006644666,0.00003950584,0.04832881],"genre_scores_gemma":[0.9874863,0.00001518697,0.00002355793,0.0007892225,0.00008519769,0.00005896268,0.00008532438,0.000005300824,0.01145095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9088929,"threshold_uncertainty_score":0.9990554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07956113093313043,"score_gpt":0.2189222741172148,"score_spread":0.1393611431840844,"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."}}