{"id":"W4416364131","doi":"10.2139/ssrn.5767702","title":"Kentucky Consumer Perceptions and Key Attributes in the Willingness-to-Pay Study for Cucumbers","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Key (lock); Perception; Quality (philosophy); Consumer behaviour; Clothing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007069134,0.0001306949,0.0001979468,0.0002543225,0.001084109,0.0009709228,0.0001694282,0.0003676565,0.007220524],"category_scores_gemma":[0.00183914,0.000120441,0.0001665192,0.0003529724,0.000508566,0.0006627337,0.0003983944,0.0005695943,0.0003607284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002154058,"about_ca_system_score_gemma":0.0006764464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2246597,"about_ca_topic_score_gemma":0.3795547,"domain_scores_codex":[0.9998522,0.00004333277,0.000008104352,0.00003388763,0.00003346052,0.00002896855],"domain_scores_gemma":[0.9986987,0.0005327718,0.0002348584,0.00006183733,0.0001923537,0.0002794156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003977933,0.001032784,0.9530747,0.00004224393,0.00005731892,0.0003730303,0.01310369,0.0001641955,0.0175721,0.0009076205,0.001050166,0.008644226],"study_design_scores_gemma":[0.000012714,0.0001531395,0.9934738,0.00000952417,0.000008509677,0.00002272487,0.00500633,0.000152478,0.0003988063,0.0000789341,0.0006746619,0.000008215581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990976,0.00001518761,0.00001475909,0.00004521712,0.000001557081,0.000003567578,0.00005654884,4.12209e-7,0.0007651668],"genre_scores_gemma":[0.9984118,0.00002205279,0.00004047778,0.00003986509,0.000001502421,0.000008674155,0.00006961015,0.000002041785,0.001403929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2246597,"threshold_uncertainty_score":0.4467041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436054833138569,"score_gpt":0.2516148375892225,"score_spread":0.2372542892578368,"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."}}