{"id":"W1530493742","doi":"10.1111/j.1468-0092.2011.00368.x","title":"THE COMMUNICATIVE POTENTIAL OF THERAN MURALS IN LATE BRONZE AGE AKROTIRI: APPLYING VIEWSHED ANALYSIS IN 3D TOWNSCAPES","year":2011,"lang":"en","type":"article","venue":"Oxford Journal of Archaeology","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Viewshed analysis; Mural; Prehistory; Archaeology; Bronze Age; Visibility; Excavation; Geography; Chalcolithic; Painting; Cartography; Visual arts; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0008369401,0.0001399191,0.0006524868,0.000618926,0.00003617116,0.000005467353,0.0005881669,0.00008088706,0.0001428059],"category_scores_gemma":[0.00003598939,0.00009615899,0.0002806435,0.0006855497,0.000270181,0.00009298829,0.00009526218,0.0004114367,0.000001030009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004017984,"about_ca_system_score_gemma":0.0000164959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005530327,"about_ca_topic_score_gemma":0.008160469,"domain_scores_codex":[0.9983094,0.0003493402,0.000847971,0.00008679832,0.0001440368,0.0002624045],"domain_scores_gemma":[0.9991188,0.0002012637,0.0002861817,0.0002763264,0.00006571727,0.00005171339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001288395,0.0004283772,0.4434684,0.0001023064,0.008722523,0.0006957884,0.0910339,0.2659225,0.03346106,0.00200717,0.00006631727,0.1528032],"study_design_scores_gemma":[0.003961197,0.0008810222,0.6991141,0.0001947256,0.001735893,0.00006770705,0.002534507,0.2582348,0.004530705,0.02407442,0.003885636,0.0007852626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846231,0.002229612,0.01175284,0.0001301128,0.00006288303,0.0001279606,0.00000180142,0.000008217145,0.00106352],"genre_scores_gemma":[0.9925878,0.003900268,0.003404268,0.00001962225,0.00001901951,0.000008370218,0.000001710828,0.00001248033,0.00004642952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2556457,"threshold_uncertainty_score":0.4553733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027627108983494,"score_gpt":0.2239337363427073,"score_spread":0.2036574652528724,"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."}}