{"id":"W4403007527","doi":"10.48550/arxiv.2408.10769","title":"A Wild Sheep Chase Through an Orchard","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Orchard; Animal science; Biology; Horticulture","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002741973,0.0002482381,0.0003121964,0.0002425962,0.001108094,0.0007709629,0.0004873515,0.0008215878,0.006302343],"category_scores_gemma":[0.001155148,0.0002207337,0.0003372674,0.0002725441,0.0007830156,0.001872065,0.0008048536,0.0007233684,0.0007264636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005189048,"about_ca_system_score_gemma":0.0003564991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004946232,"about_ca_topic_score_gemma":0.01162425,"domain_scores_codex":[0.9997883,0.00004587485,0.000007352887,0.00009403164,0.00003016936,0.00003423252],"domain_scores_gemma":[0.9995081,0.0002241874,0.00006849911,0.00004287554,0.00004629943,0.0001099398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002787517,0.0005081456,0.1702398,0.001214709,0.0005287858,0.02242492,0.006157576,0.06047165,0.1946947,0.3411932,0.02148557,0.1782935],"study_design_scores_gemma":[0.0001741162,0.001553428,0.1044288,0.0005200627,0.0005614407,0.01329048,0.007914959,0.3657015,0.04466391,0.3134979,0.1474351,0.0002583353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8675394,0.000976151,0.08537267,0.002345772,0.0001209551,0.0001055236,0.0009145371,0.0003376607,0.04228728],"genre_scores_gemma":[0.9490662,0.0003666648,0.03615744,0.0002358739,0.00002221949,0.00002047561,0.0004978057,0.000042473,0.01359096],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.006302343,"threshold_uncertainty_score":0.02108347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618226255606492,"score_gpt":0.2335743324989741,"score_spread":0.07175170693832486,"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."}}