{"id":"W3130263841","doi":"10.15215/aupress/9781897425961.01","title":"Light from Ancient Campfires: Archaeological Evidence for Native Lifeways on the Northern Plains","year":2011,"lang":"en","type":"book","venue":"Athabasca University Press eBooks","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archaeology; Geography; Archaeological evidence; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005743448,0.0003248207,0.0003743532,0.0001130511,0.001921467,0.000005157768,0.001598131,0.0007271429,0.0001040121],"category_scores_gemma":[0.000472642,0.0002552613,0.0003526682,0.00002625568,0.00261566,0.0001125748,0.0005557248,0.0008576913,0.00003252133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008914766,"about_ca_system_score_gemma":0.0009132935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007229599,"about_ca_topic_score_gemma":0.0320092,"domain_scores_codex":[0.9976079,0.0005751721,0.0001701885,0.0006708141,0.0004797332,0.0004961493],"domain_scores_gemma":[0.9952447,0.003545134,0.0003121878,0.0004589016,0.0002425252,0.0001965396],"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":[0.001166995,0.00005154385,0.000193407,0.00002583205,0.0002824084,0.0001507141,0.1305182,9.589194e-7,0.000007215575,0.781736,0.08256269,0.003304123],"study_design_scores_gemma":[0.0002353004,0.0002001544,0.0002217046,0.0002544412,0.0001237162,4.448991e-7,0.0009252789,0.000003797529,0.00005249339,0.01141605,0.9862349,0.0003317015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005561476,0.002256013,0.0002029676,0.0006280662,0.0007266381,0.001550019,0.0003374467,0.0001674644,0.9885699],"genre_scores_gemma":[0.02010466,0.0006689035,0.0001921412,0.0005179979,0.0005327569,0.00001472999,0.00002687829,0.00002583518,0.9779161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9036722,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08004134735470358,"score_gpt":0.2647953689334384,"score_spread":0.1847540215787348,"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."}}