{"id":"W2804908625","doi":"10.5334/jcaa.7","title":"Whither Digital Archaeological Knowledge? The Challenge of Unstable Futures","year":2018,"lang":"en","type":"article","venue":"Journal of Computer Applications in Archaeology","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; University of Toronto; European Commission","keywords":"Diversity (politics); Openness to experience; Witness; Futures contract; Politics; Class conflict; Class (philosophy); Strengths and weaknesses; Mediation; History; Scale (ratio); Sociology; Law; Computer science; Political science; Social science; Business; Geography; Psychology; Artificial intelligence; Social psychology; Cartography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01969475,0.0007423975,0.0005429157,0.00281476,0.009824539,0.02491393,0.002801281,0.006347436,0.0113419],"category_scores_gemma":[0.04575662,0.0005259695,0.0008088047,0.00373998,0.03349112,0.02685262,0.006675445,0.007792185,0.001150526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007534147,"about_ca_system_score_gemma":0.007476524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00401906,"about_ca_topic_score_gemma":0.005680028,"domain_scores_codex":[0.9872038,0.009489201,0.0003585722,0.000754188,0.001616801,0.0005773534],"domain_scores_gemma":[0.9601686,0.03118332,0.001827374,0.00375836,0.001867841,0.001194498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002394653,0.00001421888,0.0006313859,0.0001099928,0.00001225996,0.0003157569,0.01176106,0.001961107,0.00007639191,0.9551404,0.008316759,0.02163684],"study_design_scores_gemma":[0.00001023484,0.00001721291,0.0003490932,0.000257083,0.000008664596,0.0001681767,0.0211061,0.002324342,0.0001398999,0.8984894,0.07710725,0.00002249792],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0655612,0.01223953,0.08422071,0.5704801,0.003888463,0.0001724869,0.0004167365,0.0002749072,0.2627459],"genre_scores_gemma":[0.9264464,0.007157086,0.04538444,0.0053044,0.0007997437,0.0002446675,0.0001166207,0.0001664241,0.01438027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9750861,"threshold_uncertainty_score":0.1041571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01948903854225005,"score_gpt":0.2533936305736487,"score_spread":0.2339045920313986,"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."}}