{"id":"W4299605463","doi":"","title":"Current Analytical Frameworks for Studies of Use–Wear on Ground Stone Tools","year":2015,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Forensic Anthropology and Bioarchaeology Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Current (fluid); Common ground; Engineering; Computer science; Psychology; Electrical engineering; Communication","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":[0.03356838,0.002163622,0.001736027,0.0118342,0.006933534,0.01835342,0.006870549,0.003209211,0.01210707],"category_scores_gemma":[0.06167103,0.0007999376,0.001839708,0.01258781,0.04119264,0.01440573,0.009307444,0.003871144,0.001735253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007584086,"about_ca_system_score_gemma":0.009952545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01389047,"about_ca_topic_score_gemma":0.01767842,"domain_scores_codex":[0.9728591,0.0156767,0.001822993,0.003314549,0.005096991,0.001229691],"domain_scores_gemma":[0.9322035,0.04653528,0.005513325,0.007239921,0.007437101,0.001070908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004027799,0.00006680507,0.003664262,0.0006108906,0.00004088181,0.00008979031,0.01978104,0.0004308642,0.0002497739,0.9255916,0.001892096,0.04754178],"study_design_scores_gemma":[0.0000109573,0.00003401474,0.006884406,0.001698995,0.00003939639,0.0002093449,0.04061142,0.002448991,0.0004583022,0.9027278,0.04483534,0.00004113947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07587989,0.03170064,0.6699487,0.02174861,0.0008173639,0.001075773,0.001644717,0.0002488012,0.1969355],"genre_scores_gemma":[0.7645549,0.01215729,0.2072251,0.001988325,0.0006896635,0.002726931,0.000921324,0.0001811163,0.009555412],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03356838,"threshold_uncertainty_score":0.1775287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1203722501892464,"score_gpt":0.3341447843711471,"score_spread":0.2137725341819007,"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."}}