{"id":"W2041333537","doi":"10.1155/2014/693938","title":"Conception of Biologic System: Basis Functional Elements and Metric Properties","year":2014,"lang":"en","type":"article","venue":"Journal of Complex Systems","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Joint Attosecond Science Laboratory","funders":"","keywords":"Reciprocal; Basis (linear algebra); Functional analysis; Metric (unit); Algebra over a field; Space (punctuation); Metric space; Group (periodic table)","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":[],"consensus_categories":[],"category_scores_codex":[0.002400771,0.001010816,0.0006623217,0.003549341,0.001564855,0.004623045,0.001335108,0.001732091,0.00524736],"category_scores_gemma":[0.002281704,0.0004108891,0.00100348,0.001474143,0.009473208,0.006491134,0.002103311,0.002468091,0.00164338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002621822,"about_ca_system_score_gemma":0.001040514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002030414,"about_ca_topic_score_gemma":0.0008284908,"domain_scores_codex":[0.9979742,0.0007518211,0.0001201538,0.0004386572,0.0005570054,0.0001581702],"domain_scores_gemma":[0.9989642,0.0002583673,0.0001018358,0.0001897404,0.0003383595,0.0001475711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001893662,0.000002024232,0.000031644,0.00001105625,0.00000202776,0.00001328963,0.0001010989,0.0002217469,0.0001658082,0.9977319,0.0003587652,0.001358885],"study_design_scores_gemma":[0.000004489124,0.00002076261,0.0001304256,0.00001657134,0.000004362244,0.0001849567,0.0001441038,0.003671329,0.0002484759,0.9621433,0.03341699,0.00001416468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03155882,0.0052361,0.7454636,0.005407162,0.0007610075,0.0001458299,0.0006608923,0.0004495613,0.210317],"genre_scores_gemma":[0.635146,0.003412153,0.3255538,0.001334393,0.000879164,0.0005194403,0.0008425361,0.0003206659,0.03199173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00524736,"threshold_uncertainty_score":0.01902282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174073717179794,"score_gpt":0.2300425574896603,"score_spread":0.1983018203178624,"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."}}