{"id":"W4376587503","doi":"10.1017/aap.2023.6","title":"Doing Archaeology without Strings","year":2023,"lang":"en","type":"article","venue":"Advances in Archaeological Practice","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Psychological Association","funders":"University of Toronto; University of Toronto Mississauga; Ontario Trillium Foundation","keywords":"Indigenous; Archaeology; Government (linguistics); Indigenous culture; Geography; History; Ethnology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001660948,0.0001780237,0.0003418464,0.0001581779,0.0006093153,0.00000695277,0.000483721,0.0001628643,0.0001400529],"category_scores_gemma":[0.007049276,0.0001391156,0.0000731763,0.001213734,0.004074197,0.0009390477,0.0006305828,0.0006167162,0.0005145394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438732,"about_ca_system_score_gemma":0.00005350226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009364566,"about_ca_topic_score_gemma":0.005884507,"domain_scores_codex":[0.9968908,0.0009199897,0.0003458106,0.0005088343,0.0004346348,0.0008998614],"domain_scores_gemma":[0.9959837,0.003424232,0.0001444591,0.0001640484,0.0001170066,0.0001665709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003073155,0.0001359088,0.0904238,0.00002312041,0.00003091283,0.0006710401,0.08196566,0.000365693,0.00005436213,0.6592737,0.0003995536,0.1663489],"study_design_scores_gemma":[0.000251304,0.0001132281,0.004842429,0.00001325288,0.000008817807,0.00001212535,0.009929027,0.00001954143,0.000005537364,0.07094685,0.9136668,0.000191044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2512869,0.01261387,0.003807743,0.1764634,0.00259152,0.001189991,0.000007350918,0.00189071,0.5501485],"genre_scores_gemma":[0.9554577,0.02642136,0.01253399,0.001602714,0.000294414,0.000113752,0.000005283494,0.00001071177,0.0035601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9132673,"threshold_uncertainty_score":0.9986361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03232347465559896,"score_gpt":0.3730657909814653,"score_spread":0.3407423163258663,"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."}}