{"id":"W4390242600","doi":"10.3168/jdsc.2023-0523","title":"Announcing the ADSA Loyalty Program and other developments","year":2023,"lang":"en","type":"article","venue":"JDS Communications","topic":"Agriculture, Soil, Plant Science","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loyalty; Business; Marketing","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":[0.01720768,0.0005186813,0.0004016637,0.001684848,0.006151502,0.01324206,0.003196724,0.009551632,0.1550731],"category_scores_gemma":[0.03160605,0.0004005441,0.001635058,0.001394499,0.002871251,0.00909995,0.007078654,0.01195835,0.06004671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003636792,"about_ca_system_score_gemma":0.02197965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01331303,"about_ca_topic_score_gemma":0.02427043,"domain_scores_codex":[0.9849899,0.003570184,0.0003850698,0.001184038,0.007560289,0.002310593],"domain_scores_gemma":[0.9561474,0.007349379,0.001020376,0.003471086,0.01043018,0.02158157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008608225,0.0004597987,0.001445734,0.000107197,0.0000105925,0.00009263177,0.0004848099,0.00005273209,0.0004258551,0.03246185,0.8452805,0.1190921],"study_design_scores_gemma":[0.0000171069,0.00006555631,0.001466645,0.00007007577,0.000003779581,0.00005785589,0.0003636439,0.0001243968,0.0001909353,0.002255401,0.9953681,0.00001654198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01317854,0.002773971,0.01092003,0.4927324,0.03885997,0.0006154739,0.002928586,0.008121699,0.4298694],"genre_scores_gemma":[0.04698058,0.002084136,0.01511003,0.2009901,0.007013204,0.0006583845,0.003783813,0.001694596,0.7216852],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1550731,"threshold_uncertainty_score":0.5187712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07752673190005788,"score_gpt":0.2891741310059771,"score_spread":0.2116473991059192,"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."}}