{"id":"W6886073141","doi":"10.14288/1.0437999","title":"Assessing the suitability of winery waste bentonite (WB) and winery wastewater (WW) from BC wineries as a soil amendment using plant assays, germination indices, and spectroscopy","year":2025,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Winery; Amendment; Wastewater; Germination; Bentonite","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":[],"consensus_categories":[],"category_scores_codex":[0.0003333096,0.00006663979,0.0002250266,0.00003523606,0.0003138628,0.0001676076,0.0001848029,0.00005639988,0.0001049815],"category_scores_gemma":[0.0000145703,0.0001355465,0.00004534306,0.0002144866,0.0005661984,0.0005939379,0.0005441611,0.00009558858,0.000001326994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463854,"about_ca_system_score_gemma":0.00002377857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1559126,"about_ca_topic_score_gemma":0.03418627,"domain_scores_codex":[0.9989004,0.00007499476,0.0001642574,0.0003768907,0.0002830625,0.0002004235],"domain_scores_gemma":[0.9994695,0.00007239894,0.0001687303,0.0002143085,0.00001746052,0.0000575898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007717453,0.0004177295,0.8172013,0.0002449045,0.0001620689,0.00007713796,0.001810907,0.0002408841,0.1004824,0.00001141657,0.001410739,0.0778633],"study_design_scores_gemma":[0.0006106599,0.00005580796,0.9903407,0.0002126704,0.0001007585,0.000005801744,0.005173034,0.001608144,0.0008510081,0.0006944529,0.0002110915,0.0001359228],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980798,0.0002279366,0.0001509512,0.0001742161,0.00007823748,0.0002496266,0.00008420015,0.0000142879,0.0009406789],"genre_scores_gemma":[0.9990624,0.0002051472,0.0004306351,0.00004042216,0.000010995,6.579232e-7,0.00002182359,0.000005724254,0.0002222185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1731393,"threshold_uncertainty_score":0.9834373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006835356012157859,"score_gpt":0.1966065319171501,"score_spread":0.1897711759049923,"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."}}