{"id":"W4395445606","doi":"10.19130/iifl.ecm.63.2024/00171s0xw31","title":"Pre-Mamom Pottery Producers in the Heart of the Yucatan Peninsula","year":2024,"lang":"en","type":"article","venue":"Estudios de Cultura Maya","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Pottery; Yucatan peninsula; Peninsula; Archaeology; Geography; Biology; Ecology","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":[0.0003086664,0.00008985016,0.00009697859,0.00001607314,0.0001803413,0.00001416164,0.0002609636,0.00002995631,0.000144032],"category_scores_gemma":[0.00003196032,0.00004032808,0.00005921435,0.0002129598,0.0003579364,0.00008628697,0.00004788466,0.0001844116,0.00007143578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007432076,"about_ca_system_score_gemma":0.00001619525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002089497,"about_ca_topic_score_gemma":0.0004847487,"domain_scores_codex":[0.9992272,0.0001082963,0.0001209581,0.0001826579,0.0001630238,0.0001978443],"domain_scores_gemma":[0.9997163,0.00009361294,0.00002143547,0.0001465054,0.000003726373,0.00001845696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007690965,0.00001350012,0.9880672,0.00002112168,0.00001443792,0.000009959478,0.00789027,0.0002062686,0.0000752767,0.0001235591,0.002489125,0.001081659],"study_design_scores_gemma":[0.00005413314,0.00003585473,0.9783253,0.0000259903,0.00001199126,0.00004207932,0.001697067,0.0001342398,0.0001444134,0.0002719439,0.0191987,0.000058307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987561,0.003627809,0.000002266005,0.006031236,0.0002645995,0.0002139881,0.00001735749,0.00001369933,0.00226798],"genre_scores_gemma":[0.9986207,0.000119272,0.00006420638,0.000539315,0.00007742899,0.000005088591,0.000007377646,0.000001640889,0.0005649794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01670957,"threshold_uncertainty_score":0.1644531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062180110385003,"score_gpt":0.2173519305410897,"score_spread":0.2067301294372396,"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."}}