{"id":"W4220746264","doi":"10.1016/j.jhevol.2022.103152","title":"Evaluating landscape knowledge and lithic resource selection at the French Middle Paleolithic site of the Bau de l'Aubesier","year":2022,"lang":"en","type":"article","venue":"Journal of Human Evolution","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick; Columbia College","funders":"","keywords":"Quality (philosophy); Resource (disambiguation); Geography; Biological dispersal; Lithic technology; Computer science; Archaeology; Population; Demography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004162678,0.00005975584,0.0001274236,0.00007844627,0.002090913,0.00001239986,0.0002009756,0.00004813986,0.0001881601],"category_scores_gemma":[0.0002866516,0.00003941156,0.00008209454,0.0002682338,0.0003222269,0.00007140411,0.0001670561,0.0003814653,9.133298e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003594484,"about_ca_system_score_gemma":0.0003035964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289473,"about_ca_topic_score_gemma":0.01310594,"domain_scores_codex":[0.9975502,0.001506568,0.0002849722,0.00009042767,0.0003779686,0.0001899003],"domain_scores_gemma":[0.9991004,0.0002206911,0.0004183206,0.00008877511,0.0001255325,0.00004629803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004177678,0.00006739808,0.9313498,0.00001566274,0.00002707063,0.000001146921,0.05352702,0.0009903236,0.007894496,0.002349672,0.003090906,0.0006447361],"study_design_scores_gemma":[0.0004049501,0.0003402578,0.9845958,0.00003949258,0.00005282001,0.00007286905,0.003741182,0.001337887,0.0001256674,0.003884336,0.005340887,0.00006381467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943695,0.002355357,0.00003153679,0.0008954158,0.000169941,0.0001056373,0.000002929177,0.000004920175,0.002064778],"genre_scores_gemma":[0.9975402,0.00002059636,0.00005827038,0.00004968246,0.0002921449,0.000004857798,6.825864e-7,0.000005179709,0.002028425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05324604,"threshold_uncertainty_score":0.9992082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04073865297612191,"score_gpt":0.3257995720881548,"score_spread":0.2850609191120329,"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."}}