{"id":"W7070106977","doi":"","title":"Wingman Brewers","year":2015,"lang":"en","type":"article","venue":"Sound Ideas (University of Puget Sound)","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":"Production (economics); Perspective (graphical); Context (archaeology); Work (physics); Product (mathematics); Set (abstract data type)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.000686717,0.0004978665,0.0002560982,0.0005599703,0.005079333,0.004596505,0.0005357379,0.002535291,0.151148],"category_scores_gemma":[0.002906383,0.0003514376,0.0002467673,0.0003402702,0.0009478096,0.002201818,0.002667761,0.005210278,0.04860516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001735167,"about_ca_system_score_gemma":0.00163111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0170376,"about_ca_topic_score_gemma":0.04463816,"domain_scores_codex":[0.9991566,0.00008896059,0.00001783605,0.0001878807,0.0003417009,0.0002069966],"domain_scores_gemma":[0.9991627,0.00009442538,0.00003815363,0.00005079256,0.0002636819,0.0003902738],"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":[0.00001516119,0.000009138426,0.0001096396,0.00001497818,0.000001186554,0.0001162717,0.0002868196,0.00001098656,0.0001795664,0.005774799,0.974683,0.01879839],"study_design_scores_gemma":[0.00000120393,0.000005177433,0.0001504334,0.00002563344,6.548818e-7,0.00005235853,0.0003290503,0.00001011331,0.00007749921,0.0003635472,0.9989817,0.000002674152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005337398,0.01629775,0.001266784,0.2342925,0.05790368,0.00007617163,0.0003773689,0.0005036537,0.6839446],"genre_scores_gemma":[0.006613724,0.001588391,0.00018684,0.01102238,0.0008219879,0.00001218084,0.00004520959,0.00008031139,0.9796289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.151148,"threshold_uncertainty_score":0.5056403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474406490945409,"score_gpt":0.2396392246696673,"score_spread":0.2148951597602132,"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."}}