{"id":"W4411276575","doi":"10.5744/bi.2024.0032","title":"Foreigner(?) in a Foreign Land","year":2025,"lang":"en","type":"article","venue":"Bioarchaeology International","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pure land; Geography; Archaeology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001256677,0.00007030444,0.00008979067,0.0001580014,0.00006349756,0.000002172073,0.0002068279,0.00005792351,0.001828106],"category_scores_gemma":[0.00003087035,0.00005926835,0.00002916279,0.00009249549,0.001160362,0.00005785789,0.00007157186,0.00009356417,0.0001120121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008448696,"about_ca_system_score_gemma":0.00001419978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0012278,"about_ca_topic_score_gemma":0.01437937,"domain_scores_codex":[0.9994022,0.00003093135,0.0001300609,0.0001754911,0.00007583313,0.0001855148],"domain_scores_gemma":[0.999797,0.00009273357,0.00002239048,0.00005953021,0.000007558428,0.00002071437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004357578,0.00001065182,0.9601318,0.000001657953,0.00001927326,0.00001968198,0.0000881539,0.0001193891,0.000002008226,0.03227071,0.0001594749,0.007133588],"study_design_scores_gemma":[0.0003389733,0.0000286035,0.9350557,0.00000679772,0.000002018009,0.000008058262,0.0001800513,0.001358104,0.00003272964,0.05663923,0.006296376,0.00005331421],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8354322,0.0005644501,0.0006256382,0.004926528,0.0005205566,0.00009929429,0.0000341154,0.00002106279,0.1577761],"genre_scores_gemma":[0.9964814,0.0001178043,0.0005124041,0.0007430777,0.00003501815,0.000003456229,0.00007602725,7.918217e-7,0.002030007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1610492,"threshold_uncertainty_score":0.9990844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006205526450702427,"score_gpt":0.2179898516263874,"score_spread":0.2117843251756849,"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."}}