{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008054164,0.0004297355,0.0002182317,0.0008105781,0.01247786,0.003171463,0.0006795514,0.001049566,0.01057595],"category_scores_gemma":[0.0009068784,0.0004265769,0.000266594,0.001629563,0.00274749,0.0009702917,0.004335327,0.002604741,0.0005914056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003450751,"about_ca_system_score_gemma":0.01112803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08663689,"about_ca_topic_score_gemma":0.3563603,"domain_scores_codex":[0.9993842,0.0001034846,0.00002146579,0.00006450428,0.0001613286,0.0002650781],"domain_scores_gemma":[0.9995277,0.00004414846,0.00003884857,0.00003474783,0.00007504778,0.0002795622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005785195,0.0007735026,0.05442611,0.001483097,0.00004821729,0.02055515,0.05492052,0.001193184,0.009112502,0.08049351,0.1932366,0.5831791],"study_design_scores_gemma":[0.00002990064,0.0001258661,0.06394113,0.0002900963,0.000009970526,0.003187642,0.01417806,0.0001423415,0.0005388725,0.002624544,0.9148908,0.00004094657],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2939149,0.02235572,0.002668694,0.02858399,0.007247532,0.000438191,0.0004531194,0.0003924504,0.6439453],"genre_scores_gemma":[0.6371236,0.01032484,0.01018662,0.008246462,0.0003263013,0.0002455586,0.0004431135,0.0002632948,0.3328402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08663689,"threshold_uncertainty_score":0.1722652,"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."}}