{"id":"W4403284121","doi":"","title":"UPPER INDUS EPIGRAPHIC AND PETROGLYPHIC COMPLEXES IN NORTHERNPAKISTAN: DIGITAL SURVEY PROGRESS REPORT (2022–2024) AND NEW TOOLSFOR ANALYSIS OF INSCRIPTIONS AND PETROGLYPHS","year":2024,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Eurasian Exchange Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Electronic Arts (Canada)","funders":"","keywords":"Indus; Epigraphy; Ancient history; History; Computer science; Geology; Paleontology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004645891,0.0003665738,0.0002717628,0.008366928,0.001501137,0.001229317,0.0005459678,0.0002134947,0.00948109],"category_scores_gemma":[0.0008794428,0.0003275374,0.0001629953,0.01991629,0.0006139782,0.001288039,0.001969527,0.0003517456,0.0009726195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001949298,"about_ca_system_score_gemma":0.002951799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2198161,"about_ca_topic_score_gemma":0.4160233,"domain_scores_codex":[0.9996673,0.00004534735,0.00003027309,0.00004263916,0.00008139561,0.0001330996],"domain_scores_gemma":[0.9994666,0.00005974835,0.0001697153,0.00005551569,0.0001457204,0.0001027416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002758951,0.0001142204,0.7587268,0.0006850234,0.00009276497,0.0005236847,0.04654178,0.0008050815,0.002869405,0.004682669,0.01262039,0.1720622],"study_design_scores_gemma":[0.00000240739,0.000009409551,0.9671231,0.00006037809,0.0000109191,0.0001208039,0.01306551,0.0001521222,0.0002828171,0.0001285751,0.01903739,0.000006639871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753993,0.0009893841,0.0003439471,0.0001514849,0.000009776998,0.0000471046,0.00949654,0.00001790552,0.01354463],"genre_scores_gemma":[0.9713998,0.001368735,0.001127695,0.0000324211,0.00001029289,0.0001106341,0.01386771,0.00001619635,0.01206645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198161,"threshold_uncertainty_score":0.4370733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433024244826064,"score_gpt":0.2780472025824145,"score_spread":0.2537169601341538,"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."}}