{"id":"W2106901314","doi":"10.5751/es-06466-190235","title":"Individual transferable quota contribution to environmental stewardship: a theory in need of validation","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Environmental stewardship; Environmental resource management; Environmental policy; Ecology; Economics; Political science; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007558609,0.00005724494,0.0001202018,0.000009183488,0.00007143932,0.000005762643,0.00006677156,0.00009685076,0.0003955289],"category_scores_gemma":[0.000008182524,0.00004921142,0.00003158063,0.00005233506,0.00002846239,0.00009069887,0.00004409017,0.00005571855,0.00003779012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003729415,"about_ca_system_score_gemma":0.000002656016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004727843,"about_ca_topic_score_gemma":0.0002505613,"domain_scores_codex":[0.9994059,0.000119404,0.0001302097,0.0001351976,0.00007135867,0.0001379808],"domain_scores_gemma":[0.999787,0.00008232997,0.00002772224,0.00006306686,0.000001139944,0.00003878227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003254309,0.00009756724,0.9886825,0.0000140638,0.00002020302,2.759739e-7,0.00464295,0.0006139313,0.004492661,0.000508951,0.0001255525,0.0007688109],"study_design_scores_gemma":[0.0006906661,0.0001457461,0.9927227,0.000005273977,0.00001529854,0.000001289922,0.0005880907,0.0008273363,0.002881439,0.001271328,0.0007726311,0.00007820218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991851,0.00001579503,0.0001463662,0.000146597,0.00004575299,0.0001463691,0.00001319171,0.000006239094,0.000294587],"genre_scores_gemma":[0.9995522,0.00002246132,0.00007790479,0.0002799366,0.00001301979,0.0000134946,0.00001703907,0.000002812128,0.00002108625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00405486,"threshold_uncertainty_score":0.4330764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00499755127046879,"score_gpt":0.1962591608700927,"score_spread":0.1912616095996239,"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."}}