{"id":"W6931424955","doi":"10.5281/zenodo.4368205","title":"Uvularia sessilifolia Linnaeus 1753","year":2007,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Column (typography); Identification (biology); Key (lock)","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":[0.00007967506,0.0006818872,0.0003129993,0.001071867,0.0007183169,0.0002225636,0.0004555045,0.0002294732,0.01543778],"category_scores_gemma":[0.0001159124,0.00009014361,0.0001036057,0.0005446886,0.0001813306,0.0004456271,0.0006945755,0.0001952109,0.005802981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006218043,"about_ca_system_score_gemma":0.0001586229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01953289,"about_ca_topic_score_gemma":0.07030863,"domain_scores_codex":[0.9999243,0.000005777959,0.000004389821,0.00002354694,0.00002483171,0.00001710861],"domain_scores_gemma":[0.9999583,0.000004848815,0.00001449821,0.000002809208,0.00001172001,0.00000780032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003661783,0.0001145341,0.06546597,0.0004730067,0.0001085429,0.001354517,0.001159176,0.0006772446,0.1212627,0.002268881,0.02313895,0.7836103],"study_design_scores_gemma":[0.0000714087,0.0003138303,0.4805488,0.0003709816,0.0001235731,0.003730808,0.001974095,0.0006257339,0.009585716,0.001255649,0.5013495,0.00004983805],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.572503,0.0141122,0.003924342,0.0005371263,0.0003117446,0.0001941374,0.006308424,0.001502996,0.4006061],"genre_scores_gemma":[0.9302449,0.00273744,0.002467188,0.0005160951,0.00004801357,0.00005619649,0.004146368,0.00006042634,0.05972335],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01953289,"threshold_uncertainty_score":0.0516445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01524784349969654,"score_gpt":0.260095428621647,"score_spread":0.2448475851219504,"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."}}