{"id":"W4387347693","doi":"10.5876/9781646424092.c010","title":"8 Households, Growth, Contraction, and Mobility at the Classic Maya Center of Naachtun","year":2023,"lang":"en","type":"book-chapter","venue":"University of Colorado Press eBooks","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nautical Research Society","funders":"Pennsylvania State University; University of Pennsylvania; Dumbarton Oaks Research Library and Collection; University of South Carolina; University of Cambridge; Yale University","keywords":"Livelihood; Geography; Archaeology; Agriculture","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004255142,0.0002221681,0.0006208792,0.00006655899,0.002141454,0.00000233229,0.0002693333,0.0005844619,0.0002213739],"category_scores_gemma":[0.00002116595,0.0001980446,0.0001487119,0.000008174943,0.0008146803,0.00002952322,0.0008865143,0.0006412244,0.00003830991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684106,"about_ca_system_score_gemma":0.0001958665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004554501,"about_ca_topic_score_gemma":0.03295951,"domain_scores_codex":[0.9985177,0.0001612006,0.000361711,0.0003186653,0.0001955191,0.0004452364],"domain_scores_gemma":[0.9977748,0.0006613088,0.0006882817,0.000376678,0.0004258747,0.00007305462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005591402,0.0003985488,0.01481527,0.007251372,0.004084637,0.0002314132,0.1451143,0.00001478682,0.0001813371,0.5452853,0.2742955,0.002736145],"study_design_scores_gemma":[0.00194892,0.00031251,0.003957902,0.0002835526,0.0004269355,0.000004278942,0.006906856,0.00001048615,0.00002270671,0.002582017,0.9832292,0.0003146426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02455811,0.0002139295,0.00001476581,0.0003891373,0.0007229054,0.002030351,0.0007479111,0.0000847138,0.9712382],"genre_scores_gemma":[0.07250124,0.001031184,0.00001160598,0.0001291779,0.00007825837,0.000004008398,0.00002746478,0.00004058971,0.9261765],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7089337,"threshold_uncertainty_score":0.9991576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05406560401737469,"score_gpt":0.2718667143534085,"score_spread":0.2178011103360338,"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."}}