{"id":"W3214389870","doi":"10.14288/1.0400155","title":"Birds and coffee, the perfect blend : Exploring the perspective of coffee shops on Bird Friendly certified coffee","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Certification; Perspective (graphical); Coffee shop; Coffee grounds; Business; Environmentally friendly; Agricultural science; Agroforestry; Advertising; Engineering; Economics; Agricultural engineering; Ecology; Art; Environmental science; Biology; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002738241,0.00007677481,0.0002508381,0.00007117334,0.0006147121,0.0003590171,0.0002960004,0.0000585515,0.0001838037],"category_scores_gemma":[0.0000916741,0.0001427995,0.00009635971,0.0009829744,0.0003914446,0.0009427932,0.0002502046,0.000188457,0.00001261343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004327084,"about_ca_system_score_gemma":0.00006246755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0796717,"about_ca_topic_score_gemma":0.09464391,"domain_scores_codex":[0.9989443,0.00003100101,0.0001558655,0.0003525068,0.0002972229,0.0002190429],"domain_scores_gemma":[0.9985648,0.0001000235,0.0002209245,0.0003239826,0.0007776231,0.00001261832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004235244,0.001080641,0.1027532,0.001783981,0.0008494561,0.0004636322,0.00279975,0.0002919792,0.009263566,0.03352761,0.04449876,0.8022639],"study_design_scores_gemma":[0.0007039215,0.0000357871,0.9711773,0.0001885523,0.00009655765,0.00001424791,0.02299114,0.0005088068,0.00001290615,0.001781966,0.002310718,0.0001781357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853671,0.0002036403,0.00008765854,0.002685449,0.0003189333,0.0002316698,0.0000210879,0.00006973129,0.01101473],"genre_scores_gemma":[0.9991646,0.0001693308,0.00002350011,0.000223607,0.0001705704,0.000001910451,0.000009595653,0.00002311729,0.0002137716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8684241,"threshold_uncertainty_score":0.9264569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02471820831614377,"score_gpt":0.1812228408501182,"score_spread":0.1565046325339745,"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."}}