{"id":"W4390800763","doi":"10.1515/9782760336551","title":"Acadissima","year":2021,"lang":"en","type":"book","venue":"University of Ottawa Press eBooks","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0001992565,0.0007114577,0.0002878757,0.001526778,0.003363448,0.003404291,0.0006408832,0.001055131,0.1391482],"category_scores_gemma":[0.0005070538,0.0002768842,0.0002519586,0.001093251,0.0007992111,0.001610853,0.001079847,0.002156953,0.04533287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002899391,"about_ca_system_score_gemma":0.00196506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01835938,"about_ca_topic_score_gemma":0.05882698,"domain_scores_codex":[0.9998038,0.00001707542,0.000006743608,0.00005279056,0.00008503255,0.00003457006],"domain_scores_gemma":[0.9998444,0.00002498016,0.000009073362,0.00001702375,0.00007057771,0.00003395478],"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":[0.00009626269,0.00004880059,0.0005093986,0.0004170095,0.000007374367,0.0006893117,0.001618997,0.0001121534,0.001507364,0.1430521,0.6238288,0.2281125],"study_design_scores_gemma":[0.000001702393,0.000006400545,0.0002211594,0.00004730964,0.000001327861,0.0001449873,0.00006005888,0.00001023488,0.0001024259,0.0004854582,0.9989173,0.000001656965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001165286,0.00951749,0.0002133269,0.0008860014,0.001048453,0.00001629596,0.0001709638,0.000116473,0.9868657],"genre_scores_gemma":[0.008011498,0.00494238,0.0003850761,0.000491069,0.0002170407,0.00002193813,0.0002268348,0.00004827832,0.9856559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1391482,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04462874959974075,"score_gpt":0.2323625259165036,"score_spread":0.1877337763167629,"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."}}