{"id":"W4388663410","doi":"10.1002/arp.1915","title":"Saying what we mean, meaning what we say: Managing miscommunication in archaeological prospection","year":2023,"lang":"en","type":"article","venue":"Archaeological Prospection","topic":"Archaeological Research and Protection","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Indigenous; Narrative; Prospection; Archaeology; History; Reinterpretation; Rhetoric; Ambiguity; Sociology; Aesthetics; Linguistics; Literature; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002768321,0.000439484,0.0005163033,0.0007269141,0.00094116,0.000289274,0.0006834986,0.0004148501,0.001321414],"category_scores_gemma":[0.0005916634,0.0003426222,0.0001997739,0.002292437,0.001141608,0.002792255,0.0004999394,0.001609294,0.0008792328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001358336,"about_ca_system_score_gemma":0.00004747748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001898869,"about_ca_topic_score_gemma":0.01185489,"domain_scores_codex":[0.9947863,0.0009679013,0.0007566869,0.001177481,0.000930879,0.001380728],"domain_scores_gemma":[0.9978711,0.0008876396,0.0002241726,0.0005538698,0.0001116056,0.000351641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006749804,0.0000618784,0.1620626,0.0000975554,0.00003223156,0.0001747937,0.0054084,0.006667706,0.000483392,0.006881954,0.0000506695,0.8174038],"study_design_scores_gemma":[0.0006912286,0.001139208,0.3423609,0.0003807264,0.00001119739,0.000104279,0.005881032,0.04602699,0.0003963521,0.599631,0.002863294,0.0005138352],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9092563,0.0110423,0.008882658,0.05875771,0.001684114,0.003373612,0.000009670213,0.002031859,0.004961723],"genre_scores_gemma":[0.926182,0.06965185,0.002685145,0.0002892663,0.0002912685,0.0001221597,0.0001668582,0.0000162531,0.0005951842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8168899,"threshold_uncertainty_score":0.9999026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05523523405336966,"score_gpt":0.2857826007348574,"score_spread":0.2305473666814877,"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."}}