{"id":"W7117139420","doi":"10.1080/14655187.2025.2595247","title":"Digital Archaeology at the Edge: Sharing Heritage Through Archaeogaming on the Lower North Shore","year":2025,"lang":"en","type":"article","venue":"Public Archaeology","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Shore; Maritime archaeology; Cultural heritage; Prehistoric archaeology; Cultural heritage management; Historical archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008549262,0.0002940387,0.0001874688,0.0008737181,0.01141382,0.004129446,0.001065757,0.0005487708,0.01214192],"category_scores_gemma":[0.001209162,0.0001604315,0.0001194208,0.00165116,0.004624864,0.001496638,0.003719535,0.000650953,0.0006043216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01382153,"about_ca_system_score_gemma":0.01232998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8748161,"about_ca_topic_score_gemma":0.9787431,"domain_scores_codex":[0.999482,0.0001923016,0.000006878781,0.00005528481,0.00008384851,0.0001796893],"domain_scores_gemma":[0.9991751,0.0002614825,0.00004315197,0.00008469752,0.0001480438,0.0002874937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002383861,0.0001755469,0.04345757,0.0001897432,0.00002080495,0.004218699,0.7493802,0.0006746601,0.005799207,0.008607772,0.02292809,0.1643094],"study_design_scores_gemma":[0.00002156356,0.000104037,0.06266284,0.0002603012,0.00002428045,0.000517908,0.6594781,0.001028341,0.001113957,0.001270485,0.273465,0.00005313644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400501,0.0003510662,0.001770354,0.002720702,0.00003244155,0.00008603034,0.0003232528,0.00009674366,0.05456952],"genre_scores_gemma":[0.9680678,0.0003118283,0.00253615,0.0002479735,0.000009836196,0.00004080397,0.000161886,0.00003687014,0.028587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1251839,"threshold_uncertainty_score":0.2518422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03628194999875545,"score_gpt":0.2807938170048095,"score_spread":0.2445118670060541,"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."}}