{"id":"W2396327261","doi":"10.1016/j.scienta.2016.04.024","title":"The organic vineyard as a balanced ecosystem: Improved organic grape management and impacts on wine quality","year":2016,"lang":"en","type":"article","venue":"Scientia Horticulturae","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":103,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sonaca (Canada)","funders":"","keywords":"Vineyard; Winery; Organic farming; Wine; Viticulture; Business; Wine grape; Agroforestry; Production (economics); Agriculture; Ecosystem services; Environmental science; Ecosystem; Biology; Economics; Horticulture; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008784444,0.0003805243,0.0003292923,0.00002042857,0.001311355,0.0005963378,0.0006602049,0.0001204637,0.0007527547],"category_scores_gemma":[0.0004939623,0.00008314432,0.000171056,0.0009083303,0.0002628679,0.0003654638,0.0003494164,0.0001814147,0.0005935846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000134627,"about_ca_system_score_gemma":0.00001694235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007174144,"about_ca_topic_score_gemma":0.002563556,"domain_scores_codex":[0.9964775,0.00024497,0.0005612771,0.0008320669,0.0008461967,0.001037975],"domain_scores_gemma":[0.9982923,0.0004168518,0.0001966085,0.0002364354,0.0003240806,0.0005336763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000943683,0.00006413941,0.0008162963,0.00001475932,0.00006528474,0.000007761893,0.00007209565,5.086292e-8,0.9690226,0.0008144685,0.001731404,0.02729676],"study_design_scores_gemma":[0.001256135,0.00130914,0.7938281,0.0002573564,0.00009360046,0.00007155196,0.002063779,0.00002605203,0.1414204,0.0007909752,0.05794747,0.0009354455],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830055,0.0001894582,0.000001965555,0.01455359,0.0003187644,0.0008222323,0.00005089018,0.0001514915,0.0009060899],"genre_scores_gemma":[0.9897092,0.0005651356,0.00001573417,0.0002937105,0.0002831983,0.00006588444,0.00002555818,0.000003353887,0.009038252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8276022,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742588292158507,"score_gpt":0.2665589493177973,"score_spread":0.2491330663962123,"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."}}