{"id":"W4403308835","doi":"10.1201/9781003574040-15","title":"A Critical Assessment of the Ontario Land Stewardship Program","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Environmental planning; Environmental resource management; Environmental science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004554775,0.0003054147,0.0002044839,0.002009531,0.004427934,0.005051308,0.002217272,0.001263547,0.01286606],"category_scores_gemma":[0.007173386,0.0002582776,0.0002810189,0.002692256,0.001311714,0.001758404,0.001644125,0.000939707,0.001251134],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09157873,"about_ca_system_score_gemma":0.2098977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9342374,"about_ca_topic_score_gemma":0.9823084,"domain_scores_codex":[0.9948068,0.0004827996,0.00009065993,0.0002309715,0.003475902,0.0009129821],"domain_scores_gemma":[0.9876864,0.0006473048,0.000302919,0.0002858406,0.007336058,0.003741462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001376702,0.0001136309,0.02033636,0.0006035573,0.00002249107,0.000313515,0.003803969,0.0006034171,0.001085205,0.09207254,0.5612748,0.3196329],"study_design_scores_gemma":[0.00001200091,0.0000501687,0.03346742,0.0001870163,0.000009875138,0.00006366763,0.001940407,0.0002563913,0.000312525,0.0008359253,0.9628493,0.0000153992],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06801812,0.01642219,0.001306179,0.1137874,0.001336769,0.0006598374,0.003978387,0.0003762858,0.7941149],"genre_scores_gemma":[0.3467614,0.01488423,0.005360295,0.01230657,0.0003125593,0.0003509723,0.003085671,0.0001493683,0.6167889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9084213,"threshold_uncertainty_score":0.6644533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0245917158429381,"score_gpt":0.2725841219374214,"score_spread":0.2479924060944833,"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."}}