{"id":"W2765471352","doi":"10.29173/comp19","title":"Identification of Macrofossils within Stone Tools: a possibility for tracing the source of artifacts?","year":2017,"lang":"en","type":"article","venue":"COMPASS","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alberta Museum; University of British Columbia","funders":"University of Alberta","keywords":"Macrofossil; Paleontology; Geology; Taxon; Prehistory; Sedimentary depositional environment; Identification (biology); Archaeology; Sedimentary rock; Paleoecology; Biology; Geography; Ecology; Holocene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001670784,0.00005332003,0.0001778011,0.00001995354,0.0008015212,0.00004879749,0.0005119623,0.00004692422,0.00001212243],"category_scores_gemma":[0.0009544636,0.0000404904,0.0000725166,0.00004025333,0.001120488,0.0001626719,0.00005518028,0.0000596698,0.000001662344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002258091,"about_ca_system_score_gemma":0.00009867329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002905701,"about_ca_topic_score_gemma":0.005948226,"domain_scores_codex":[0.9991145,0.0001183451,0.0003225483,0.0001395901,0.0001500565,0.0001549884],"domain_scores_gemma":[0.9985276,0.0003022728,0.0005677667,0.000436752,0.0001291605,0.00003644192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003776444,0.000446955,0.5157665,0.0002339888,0.0001186576,0.000001339186,0.183586,0.0003883979,0.08911076,0.1292221,0.0007622357,0.07998542],"study_design_scores_gemma":[0.0003494862,0.00004640857,0.9316427,0.00002860762,0.00002301205,4.843795e-7,0.005183262,0.001376361,0.04798924,0.01240815,0.0008649164,0.00008735969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898157,0.00005127923,0.007190285,0.00171341,0.0002172187,0.0003224534,0.00001998577,0.00001118282,0.0006584895],"genre_scores_gemma":[0.999209,0.000003481912,0.000281246,0.00001556679,0.00006504125,0.00002031482,0.000001355432,0.000003593943,0.0004004076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4158762,"threshold_uncertainty_score":0.6164734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07208467645494304,"score_gpt":0.3611290987100064,"score_spread":0.2890444222550634,"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."}}