{"id":"W47248631","doi":"","title":"Consensus Prediction of Protein Secondary Structures","year":2007,"lang":"en","type":"article","venue":"","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CASP; Protein structure prediction; Protein secondary structure; Protein structure; Computer science; Computational biology; Structural bioinformatics; Protein function prediction; Data mining; Bioinformatics; Biology; Protein function; Genetics","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":[0.001932197,0.0009833955,0.001394117,0.003830298,0.0009748585,0.001174675,0.001152804,0.001142056,0.004623967],"category_scores_gemma":[0.006418434,0.0005911728,0.001363027,0.002431335,0.0003463099,0.001380405,0.0007992485,0.001271263,0.004711638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007889276,"about_ca_system_score_gemma":0.001318653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212349,"about_ca_topic_score_gemma":0.003419989,"domain_scores_codex":[0.9982882,0.0003737225,0.0001631868,0.0006071961,0.0004283269,0.0001393858],"domain_scores_gemma":[0.995213,0.001511756,0.0007235195,0.0007120606,0.001524434,0.000315114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005755804,0.0008988564,0.0938628,0.002460232,0.001101517,0.002885792,0.001000578,0.08139301,0.1766144,0.01030749,0.08163341,0.5420861],"study_design_scores_gemma":[0.0002570216,0.0007067005,0.03058215,0.000209984,0.0003018006,0.002379048,0.0006229364,0.8429404,0.08332019,0.01596346,0.02256325,0.0001530532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4985893,0.004893809,0.4483111,0.000738105,0.0003707215,0.0003876618,0.02178124,0.0156006,0.009327533],"genre_scores_gemma":[0.6403491,0.001024424,0.300052,0.0001336208,0.00009006896,0.0001900015,0.05435892,0.0008132759,0.002988644],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.004623967,"threshold_uncertainty_score":0.01546878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728373295656178,"score_gpt":0.2328110648339593,"score_spread":0.2055273318773975,"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."}}