{"id":"W6920851307","doi":"10.6084/m9.figshare.24115887.v1","title":"An exploration of consumer perceptions of sustainable wine","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wine; Sustainability; Product (mathematics); Perception; Consumer behaviour; Sustainable consumption; Sustainable products","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":[0.001333581,0.0001728321,0.0001970536,0.0007708953,0.001583688,0.001986208,0.0002850344,0.0003339171,0.003305544],"category_scores_gemma":[0.00295721,0.0001620764,0.0002963273,0.0009786241,0.0008466145,0.0006900389,0.0008695261,0.0005311673,0.0001404772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314577,"about_ca_system_score_gemma":0.00367339,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5270302,"about_ca_topic_score_gemma":0.6937408,"domain_scores_codex":[0.9994431,0.000101191,0.00001781556,0.00003576548,0.0002903297,0.0001117378],"domain_scores_gemma":[0.9985246,0.0004991889,0.0002452102,0.00004173352,0.0004302777,0.0002589866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003238118,0.0003008264,0.7568501,0.0002539716,0.00006484926,0.0005146322,0.2008457,0.00008781254,0.002351486,0.0008831089,0.001607316,0.03591648],"study_design_scores_gemma":[0.00001128772,0.0001903554,0.774438,0.0001022465,0.00003072253,0.0001174456,0.2178328,0.0003227683,0.0002233042,0.0001812594,0.006516901,0.00003297091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975783,0.00005605397,0.00003866671,0.0001028435,0.000002845184,0.00001318363,0.00007008812,0.000001517901,0.002136398],"genre_scores_gemma":[0.9986404,0.0001378802,0.0001443809,0.00007689601,0.000002432654,0.000009300341,0.00008931593,0.000001387202,0.0008980663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5270302,"threshold_uncertainty_score":0.9515104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06853944217074698,"score_gpt":0.281283974030372,"score_spread":0.2127445318596251,"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."}}