{"id":"W4309241832","doi":"10.1017/9781009177856.062","title":"Conclusion","year":2022,"lang":"en","type":"other","venue":"","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sustainability; Scholarship; Environmental ethics; Context (archaeology); Ecology; Environmental justice; Political ecology; Marsh; Ecological economics; Sociology; Politics; Geography; Political science; Law; Archaeology; Wetland","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002515628,0.0004735631,0.0002984631,0.001113941,0.00317811,0.005768743,0.001409556,0.002465376,0.2534523],"category_scores_gemma":[0.007618141,0.0001450415,0.0005075108,0.001123552,0.001017125,0.003315012,0.003360989,0.002474648,0.08479217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004533028,"about_ca_system_score_gemma":0.005773783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0101111,"about_ca_topic_score_gemma":0.01391351,"domain_scores_codex":[0.9976882,0.0003823974,0.00008392614,0.0004303416,0.0009256592,0.0004894615],"domain_scores_gemma":[0.9963922,0.0003847125,0.00009782948,0.0003251632,0.002051919,0.0007481618],"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":[0.00006563259,0.00005750447,0.002850814,0.0002158715,0.000009839356,0.0002410062,0.001578929,0.0001111882,0.0002473875,0.1690755,0.6970702,0.1284762],"study_design_scores_gemma":[0.000004710495,0.000006515416,0.001134445,0.0001778117,0.000003420399,0.00009812559,0.001197275,0.00003630215,0.0001156854,0.008571237,0.9886504,0.000003888247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003639126,0.001435634,0.002268233,0.03932528,0.004257,0.00009207353,0.00156875,0.0002355134,0.9471783],"genre_scores_gemma":[0.06045644,0.001878319,0.003207162,0.03289679,0.0009482171,0.0001920504,0.002866856,0.0003336684,0.8972205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7465477,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00506079964411757,"score_gpt":0.1939792541168239,"score_spread":0.1889184544727064,"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."}}