{"id":"W2002094373","doi":"10.1111/j.1468-0092.2009.00333.x","title":"SIMULATING THE WESTERN SEAWAYS","year":2009,"lang":"en","type":"article","venue":"Oxford Journal of Archaeology","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Context (archaeology); Geography; History; Archaeology; Ancient history","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":[],"consensus_categories":[],"category_scores_codex":[0.0003674047,0.00008219789,0.0001644401,0.00004387191,0.0001978573,0.000002960633,0.0002637434,0.00003832161,0.0002774684],"category_scores_gemma":[0.00004168242,0.00004585285,0.00007415216,0.00006269807,0.0005711893,0.0001007068,0.00003150299,0.0002408129,0.00002078623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002887695,"about_ca_system_score_gemma":0.00001289037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001622537,"about_ca_topic_score_gemma":0.0001632479,"domain_scores_codex":[0.9992029,0.0000878842,0.0002431202,0.00008023527,0.0001436475,0.0002422061],"domain_scores_gemma":[0.9994395,0.0002277497,0.0001774692,0.00007838348,0.00001589395,0.00006100705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005710442,0.000008193792,0.9126043,0.000001049759,0.00001833663,0.00005424795,0.001353009,0.005123127,0.0000113696,0.0001825242,0.0000673004,0.08051941],"study_design_scores_gemma":[0.0002460966,0.0006922282,0.9529486,0.000007276325,0.00001263581,0.0003807308,0.0001736359,0.0004299386,0.00002809979,0.01180484,0.03321557,0.00006030916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866836,0.001326897,0.00128166,0.007295713,0.0002289305,0.00004455401,0.000002063727,0.000005606616,0.003130955],"genre_scores_gemma":[0.9964585,0.0004929965,0.0007700929,0.001869825,0.0001771505,5.394676e-8,0.000001586007,0.00000110033,0.0002287143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0804591,"threshold_uncertainty_score":0.3038085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342248014029369,"score_gpt":0.2234576368161684,"score_spread":0.2100351566758747,"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."}}