{"id":"W2329050031","doi":"10.1108/09504120810872184","title":"BiologyBrowser","year":2008,"lang":"en","type":"article","venue":"Reference Reviews","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000602836,0.002326469,0.001567852,0.004800349,0.00108636,0.003518496,0.001934641,0.001549606,0.6792436],"category_scores_gemma":[0.001516921,0.001068778,0.001054586,0.003000562,0.0003794511,0.003649423,0.003103654,0.002035382,0.7474225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007007161,"about_ca_system_score_gemma":0.0009230562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314667,"about_ca_topic_score_gemma":0.003139924,"domain_scores_codex":[0.9996789,0.00002903277,0.00001471607,0.00005311583,0.0001878854,0.00003647288],"domain_scores_gemma":[0.9993993,0.000142549,0.00003661977,0.0001321597,0.0001639336,0.0001255087],"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":[0.00005358832,0.00002137787,0.00007273276,0.0004872127,0.000006523004,0.00004707284,0.0000394395,0.00003791861,0.003786313,0.002563405,0.8933054,0.09957901],"study_design_scores_gemma":[0.000004488404,0.000005211329,0.00009668153,0.00006571232,0.000005888585,0.00006103597,0.000008049986,0.00002341899,0.0007019749,0.0008540932,0.9981679,0.000005377205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007573801,0.01479696,0.01301343,0.002302278,0.003413589,0.0002052428,0.03776085,0.04502797,0.8827223],"genre_scores_gemma":[0.002746993,0.01136426,0.006985777,0.002098219,0.0007531311,0.0001996537,0.03982021,0.01391339,0.9221183],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6792436,"threshold_uncertainty_score":0.4575201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3353875269836299,"score_gpt":0.3618954409829576,"score_spread":0.02650791399932767,"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."}}