{"id":"W1604739417","doi":"10.1002/9781118015872.ch16","title":"Ethnoecology and Landscapes","year":2011,"lang":"en","type":"other","venue":"Ethnobiology","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"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":["insufficient_payload"],"category_scores_codex":[0.0002550769,0.0001428978,0.0003355653,0.0001164409,0.0001635695,0.000005372901,0.0001448174,0.0007377851,0.006323741],"category_scores_gemma":[0.00009143245,0.000121118,0.00003773669,0.00005508402,0.0008953621,0.000008517793,0.00006778637,0.0001898273,0.0007856511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009720753,"about_ca_system_score_gemma":0.00005861584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385769,"about_ca_topic_score_gemma":0.02149833,"domain_scores_codex":[0.999017,0.0002604793,0.00009507679,0.0002621823,0.00004588164,0.0003193603],"domain_scores_gemma":[0.9996193,0.00008203509,0.0000915319,0.0001227071,0.00001394352,0.00007048582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006409762,0.0000150391,0.003296639,0.00001267313,0.0001081114,0.000009173278,0.02531979,1.732582e-9,0.000002572654,0.04018227,0.9258907,0.005156592],"study_design_scores_gemma":[0.0000998991,0.00002530888,0.0002832296,0.00001164592,0.00001822706,0.000001345736,0.006185109,3.036925e-8,3.562075e-7,0.001816526,0.9914203,0.0001380549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006861899,0.003827462,0.00001640321,0.0004868048,0.000784194,0.0001394282,0.00004331445,0.0001635737,0.9944702],"genre_scores_gemma":[0.008418842,0.002000388,0.0001908141,0.0001450021,0.0006741137,0.00002195561,0.00001195387,0.00008794192,0.988449],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06552955,"threshold_uncertainty_score":0.9999924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969952407870887,"score_gpt":0.3061307856941525,"score_spread":0.2764312616154437,"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."}}