{"id":"W4220658927","doi":"10.1007/s12520-022-01526-1","title":"Investigating variability in the frequency of fire use in the archaeological record of Late Pleistocene Europe","year":2022,"lang":"en","type":"article","venue":"Archaeological and Anthropological Sciences","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"University of Pennsylvania","keywords":"Pleistocene; Range (aeronautics); Upper Paleolithic; Middle Paleolithic; Geography; Early Pleistocene; Physical geography; Archaeology; Geology; Fire regime; Paleontology; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008708054,0.0001438411,0.0001232845,0.001723264,0.0004503521,0.0008066918,0.000290214,0.0003255091,0.001140358],"category_scores_gemma":[0.002381642,0.0001733907,0.0001301914,0.001816729,0.0005079066,0.0005308983,0.0005639497,0.0002391664,0.0001149275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002656983,"about_ca_system_score_gemma":0.000270786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01311288,"about_ca_topic_score_gemma":0.03609701,"domain_scores_codex":[0.9997097,0.00009765186,0.00003680076,0.00007891846,0.00003701829,0.00003983257],"domain_scores_gemma":[0.9988199,0.0004270506,0.0003981445,0.0001107982,0.0001708542,0.00007317786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008397901,0.0000156086,0.9888016,0.00001964814,0.00007139233,0.00005639073,0.00439456,0.00009542396,0.001743924,0.0001561743,0.00004364292,0.004517646],"study_design_scores_gemma":[7.376938e-7,0.000008789364,0.9984169,0.000005616889,0.000004805819,0.00005938525,0.001137232,0.00004589947,0.0001020292,0.0000150788,0.0002023747,0.000001208297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995319,0.00008950393,0.00006096702,0.00000716061,0.000001055189,6.979525e-7,0.00006213185,6.214626e-7,0.0002460608],"genre_scores_gemma":[0.9995514,0.00006752068,0.00007069395,0.0000040328,0.00000203218,0.000001704068,0.0001058981,0.000001335026,0.000195462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01311288,"threshold_uncertainty_score":0.0260731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07924848847956893,"score_gpt":0.3272379537679762,"score_spread":0.2479894652884073,"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."}}