{"id":"W4393853149","doi":"10.1080/19442890.2024.2327973","title":"Nicholas Christopher David: Master Ethnoarchaeologist (1937–2023)","year":2024,"lang":"en","type":"article","venue":"Ethnoarchaeology","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Environmental ethics; History; Art; Philosophy","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002094729,0.0004253349,0.0007196876,0.0003731583,0.002986906,0.000008355406,0.0005900385,0.001008747,0.01106903],"category_scores_gemma":[0.0004349544,0.0003578548,0.00021094,0.0005287249,0.002188675,0.0001348363,0.002079357,0.002897102,0.01515489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004886562,"about_ca_system_score_gemma":0.0006361108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008078987,"about_ca_topic_score_gemma":0.0792594,"domain_scores_codex":[0.9941104,0.0009793803,0.0008913687,0.0009600097,0.0002644433,0.002794371],"domain_scores_gemma":[0.9969754,0.001690045,0.0001412449,0.0007259705,0.0002386162,0.0002287066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003689092,0.0001564561,0.1080319,0.001513333,0.0006804453,0.001905015,0.5535225,0.00003319451,0.0006817477,0.1156536,0.2043156,0.0131373],"study_design_scores_gemma":[0.0007258637,0.0004764719,0.0114354,0.000110863,0.00006700297,0.0000585723,0.02442801,0.0001868706,0.0000185713,0.01234575,0.9496742,0.0004724525],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.525911,0.02293834,0.00305646,0.1351496,0.03049736,0.003480697,0.0001674127,0.001961652,0.2768375],"genre_scores_gemma":[0.8640392,0.0009687797,0.001283473,0.009366672,0.002335415,0.0009757636,0.00008337007,0.0001397333,0.1208076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7453586,"threshold_uncertainty_score":0.9998873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08711094113868051,"score_gpt":0.4227180341094383,"score_spread":0.3356070929707578,"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."}}