{"id":"W4387382814","doi":"10.35588/rivar.v10i30.5907","title":"Understanding the Sustainability Tripod in the Context of Local Markets","year":2022,"lang":"en","type":"article","venue":"Scientific Electronic Library Online (Scientific Electronic Library Online)","topic":"Rural Development and Agriculture","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Product (mathematics); Context (archaeology); Business; Consumption (sociology); Participant observation; Production (economics); Food market; Economy; Economics; Geography; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003296325,0.0006582869,0.0005860152,0.0004104343,0.002778236,0.0008847216,0.004720825,0.0001642833,0.007954237],"category_scores_gemma":[0.00006483959,0.0004075304,0.0004321458,0.008352942,0.002608403,0.003529391,0.002022851,0.002434302,0.00003275834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586701,"about_ca_system_score_gemma":0.002269068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004392548,"about_ca_topic_score_gemma":0.0004963888,"domain_scores_codex":[0.9902546,0.001565919,0.001330087,0.001870144,0.002234973,0.002744319],"domain_scores_gemma":[0.9970888,0.0005421104,0.0005377151,0.001599759,0.00002856865,0.000203038],"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":[0.001379729,0.006962724,0.02602427,0.0001896867,0.0002461703,0.0001186931,0.01107829,0.004642807,0.003390918,0.1310501,0.7881728,0.0267438],"study_design_scores_gemma":[0.002134976,0.0006815498,0.01914835,0.00004928123,0.00008604333,0.0001461883,0.04505694,0.008178697,0.002317662,0.1458949,0.775041,0.001264461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9351044,0.002684849,0.0001948235,0.05510344,0.00141778,0.002561689,0.0005409269,0.000301105,0.002090958],"genre_scores_gemma":[0.9662412,0.0001129277,0.00009366908,0.001840574,0.0001299295,0.0001282453,0.003037516,0.00007059665,0.02834537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05326287,"threshold_uncertainty_score":0.9998671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290203989994892,"score_gpt":0.2061896363145067,"score_spread":0.1932875964145578,"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."}}