{"id":"W4399668774","doi":"10.1016/j.jasrep.2024.104630","title":"Developing a model to predict number of unidentified specimens: A case study from the Interior Plateau of British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Archaeological Science Reports","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Plateau (mathematics); Geography; Archaeology; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001196216,0.0007162952,0.0004740802,0.001190116,0.001963859,0.002081266,0.002073628,0.001214157,0.001801473],"category_scores_gemma":[0.004816019,0.0006237472,0.0004750759,0.001919812,0.0006648967,0.0007053279,0.0007052614,0.0009298283,0.0003157357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01005887,"about_ca_system_score_gemma":0.01060731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9694187,"about_ca_topic_score_gemma":0.9711699,"domain_scores_codex":[0.9997382,0.00006616339,0.00001347857,0.00005655586,0.00004760229,0.00007807039],"domain_scores_gemma":[0.997563,0.001401259,0.0001111982,0.00007637792,0.0007321456,0.0001160196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002562008,0.0004088096,0.6092493,0.000113825,0.0001578147,0.001949904,0.001438402,0.3540743,0.001033087,0.001761322,0.004615168,0.02494192],"study_design_scores_gemma":[0.0000294301,0.00003526411,0.05116969,0.00003417987,0.00004873494,0.0001206771,0.00246623,0.9438951,0.0004656995,0.0006865554,0.001020411,0.0000280078],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928417,0.0001112306,0.00431689,0.0003883006,0.000007136967,0.00006060396,0.0007053059,0.00006182279,0.001507079],"genre_scores_gemma":[0.9919555,0.0001078687,0.00535794,0.0000487049,0.000002520629,0.0000292411,0.0008681714,0.00002226598,0.001607841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0305813,"threshold_uncertainty_score":0.07298249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183421523030878,"score_gpt":0.3274039142728036,"score_spread":0.2855696990424948,"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."}}