{"id":"W4404716316","doi":"10.1080/00438243.2023.2426369","title":"Debating archaeological essentials: rethinking place, time, repetition, difference, and representation","year":2023,"lang":"en","type":"article","venue":"World Archaeology","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Representation (politics); Repetition (rhetorical device); Archaeology; History; Anthropology; Geography; Sociology; Linguistics; Politics; Philosophy; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003749687,0.0001294672,0.0001885582,0.0002624321,0.000381634,0.00005866228,0.0001322804,0.00003817033,0.002165811],"category_scores_gemma":[0.0001574278,0.0001075619,0.00004299254,0.000179966,0.0006774838,0.0001783055,0.0004094616,0.0001625798,0.0001674513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001114419,"about_ca_system_score_gemma":0.000005425515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002529293,"about_ca_topic_score_gemma":0.006735912,"domain_scores_codex":[0.99878,0.0002001913,0.0002633919,0.0003245216,0.0001578827,0.0002740553],"domain_scores_gemma":[0.9991975,0.0004291245,0.0001027269,0.0001603824,0.00006712419,0.00004307575],"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":[0.00005939018,0.00001667279,0.01638205,0.00006058493,0.00004313087,0.0000413932,0.06816667,0.00002737227,0.0005814197,0.898493,0.008889048,0.007239281],"study_design_scores_gemma":[0.0008173051,0.000166402,0.06335117,0.0001267229,0.00006296564,0.00001339978,0.004299267,0.01266317,0.0001852136,0.5372962,0.3804471,0.0005710099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.921708,0.00008757145,0.0001008611,0.008086064,0.0004010771,0.00030913,0.00000795401,0.0005066776,0.06879269],"genre_scores_gemma":[0.8761987,0.00007633941,0.0003999992,0.0003622175,0.0004672398,0.00004888281,0.0002584541,0.00001235589,0.1221758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3715581,"threshold_uncertainty_score":0.9987463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09614683358121051,"score_gpt":0.2700931251101556,"score_spread":0.1739462915289451,"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."}}