{"id":"W4200616162","doi":"10.33134/ahead-1-4","title":"People, Animals, Protected Places, and Archaeology: A Complex Collaboration in Belize","year":2021,"lang":"en","type":"book-chapter","venue":"Helsinki University Press eBooks","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northwestern Polytechnic; Athabasca University","funders":"","keywords":"Indigenous; Maya; Geography; Archaeology; Politics; Work (physics); Wildlife; History; Ethnology; Environmental planning; Political science; Engineering; Ecology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003526899,0.0002389425,0.000472939,0.002347719,0.01305104,0.003695245,0.001032817,0.0009410394,0.003611149],"category_scores_gemma":[0.001477871,0.0005753121,0.0001737254,0.003442894,0.01079667,0.003307263,0.00699939,0.001415057,0.0001209741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01419246,"about_ca_system_score_gemma":0.0104808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.302676,"about_ca_topic_score_gemma":0.6158098,"domain_scores_codex":[0.9979697,0.001075781,0.00005162695,0.000220808,0.0002183748,0.0004636026],"domain_scores_gemma":[0.9990109,0.0004972871,0.0001121884,0.00003720349,0.00007358043,0.0002687848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003677989,0.00005858025,0.031851,0.0001825907,0.00003572255,0.002142349,0.9075754,0.0002866909,0.0009362852,0.02917969,0.002610045,0.0251049],"study_design_scores_gemma":[0.000004895669,0.00005476225,0.08191192,0.0002685616,0.00002247854,0.00071382,0.8034338,0.0001405679,0.000139356,0.002178466,0.1110955,0.00003584799],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546736,0.01161148,0.001044879,0.0120659,0.0001748869,0.00005622585,0.000135289,0.00003011408,0.0202076],"genre_scores_gemma":[0.9914536,0.003015418,0.001052354,0.0007980959,0.00003373788,0.00002967733,0.00006295634,0.0000189248,0.003535229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.302676,"threshold_uncertainty_score":0.6018285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071818613590009,"score_gpt":0.1931826254790829,"score_spread":0.1724644393431828,"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."}}