{"id":"W7068905164","doi":"","title":"Ordinary beauty","year":2017,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beauty; Natural (archaeology); Romance; Minimalism (technical communication); Violin; Romanticism; Piano; Monster","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":[0.0007477561,0.0004824955,0.0003612703,0.001605533,0.003186245,0.004563848,0.0007392259,0.0008958892,0.2652265],"category_scores_gemma":[0.002453916,0.0002366847,0.0003306949,0.001679899,0.001971717,0.001937154,0.002841065,0.001551159,0.1149522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901907,"about_ca_system_score_gemma":0.001803703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01376432,"about_ca_topic_score_gemma":0.04189853,"domain_scores_codex":[0.9988223,0.00008864226,0.00002970888,0.0001307696,0.0006998955,0.0002285945],"domain_scores_gemma":[0.998769,0.0001010093,0.00004876796,0.0001895796,0.0004557709,0.0004358143],"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":[0.00004631772,0.00002395948,0.001458171,0.0001018498,0.000004756196,0.0002041538,0.001631252,0.00004395008,0.0009994304,0.04505312,0.7678288,0.1826042],"study_design_scores_gemma":[9.553556e-7,0.000004609454,0.001269661,0.00003001331,7.536376e-7,0.0001648273,0.0002677648,0.00001714571,0.00007065201,0.001074198,0.9970957,0.000003610584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002872564,0.0008806817,0.001535365,0.001826013,0.0008961635,0.00004074033,0.0008917379,0.0004067947,0.99065],"genre_scores_gemma":[0.02092912,0.0009403385,0.001918083,0.001067957,0.0002376918,0.00003086611,0.001441075,0.0004572698,0.9729777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2652265,"threshold_uncertainty_score":0.8872712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102476961226413,"score_gpt":0.2017159799839484,"score_spread":0.1914682838613071,"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."}}