{"id":"W1489712237","doi":"10.5539/sar.v4n3p158","title":"Are Organic Standards Sufficient to Ensure Sustainable Agriculture? Lessons From New Zealand’s ARGOS and Sustainability Dashboard Projects","year":2015,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Ecosystem services; Agriculture; Organic farming; Business; Integrated farming; Provisioning; Sustainable agriculture; Food security; Dashboard; Land management; Environmental resource management; Ecological farming; Land use; Agricultural science; Environmental planning; Ecosystem; Environmental science; Computer science; Engineering; Geography; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03805346,0.0005980605,0.0009604933,0.00156072,0.001392179,0.005963063,0.00148498,0.001929219,0.004163163],"category_scores_gemma":[0.03227682,0.0003530749,0.0006909977,0.003533498,0.004756182,0.007781248,0.003558548,0.003306114,0.0003638425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241308,"about_ca_system_score_gemma":0.05415636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3284956,"about_ca_topic_score_gemma":0.3840381,"domain_scores_codex":[0.9901611,0.002575896,0.001043516,0.0006445057,0.004626544,0.0009483984],"domain_scores_gemma":[0.9647516,0.01622629,0.004397171,0.001838398,0.0103775,0.002409086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004119136,0.0001885615,0.005769737,0.01563647,0.0001527369,0.001341333,0.01459195,0.001263719,0.002646769,0.07791146,0.06895536,0.81113],"study_design_scores_gemma":[0.0001501651,0.0004159262,0.04525266,0.01238376,0.0002133675,0.000320117,0.01184239,0.0004088386,0.001273201,0.01636057,0.9112478,0.0001311681],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07084181,0.4411356,0.006098109,0.3376073,0.003740849,0.0007442061,0.001878832,0.0001752511,0.1377781],"genre_scores_gemma":[0.4266241,0.4955612,0.02183478,0.02973714,0.000954771,0.00103749,0.001644441,0.000258492,0.02234752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3284956,"threshold_uncertainty_score":0.653167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913967311315961,"score_gpt":0.3113262184766268,"score_spread":0.2721865453634671,"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."}}