{"id":"W2399622675","doi":"10.14288/1.0092792","title":"Informing agricultural adaptation policy : risk management insights from wine-grape growers in the Okanagan Valley of British Columbia","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wine grape; Agriculture; Wine; Adaptation (eye); Viticulture; Vitis vinifera; Business; Geography; Agroforestry; Horticulture; Biology; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001907025,0.0003050763,0.000312287,0.0006592136,0.01340249,0.005629043,0.001212863,0.001193319,0.002541786],"category_scores_gemma":[0.002836493,0.0003085957,0.0001536006,0.0008498714,0.00321288,0.001223331,0.002104019,0.002147261,0.0002173589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01400174,"about_ca_system_score_gemma":0.01564354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6200817,"about_ca_topic_score_gemma":0.8529013,"domain_scores_codex":[0.998647,0.0006447346,0.00002678259,0.0001116598,0.0002230039,0.0003468608],"domain_scores_gemma":[0.9973653,0.001110769,0.0002531509,0.00006570063,0.0005072869,0.0006977644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006860284,0.0002570683,0.0483321,0.0000852724,0.00001820306,0.003187165,0.9246882,0.0003631289,0.002084752,0.001882763,0.002825566,0.01620726],"study_design_scores_gemma":[0.000002668128,0.00002212596,0.0136599,0.00003964076,0.000004689852,0.00008503009,0.9759558,0.0002891769,0.00009417044,0.0002899448,0.009541318,0.00001543852],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911937,0.0001308861,0.0001607593,0.001937234,0.00001174458,0.00002496888,0.00001902324,0.000003435876,0.006518294],"genre_scores_gemma":[0.9951718,0.0002426698,0.0003010336,0.0004332726,0.00000382147,0.00001255746,0.00002219319,0.000006564294,0.003805998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3799183,"threshold_uncertainty_score":0.7643115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009693735786820912,"score_gpt":0.1814053608434119,"score_spread":0.171711625056591,"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."}}