{"id":"W6902211798","doi":"10.6084/m9.figshare.12560774","title":"Additional file 1 of Computational intractability law molds the topology of biological networks","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Network topology; Topology (electrical circuits); Biological network; Key (lock); File system","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":[0.001236749,0.001114487,0.0009640041,0.001788312,0.0007200931,0.001930717,0.002412284,0.001156567,0.8037497],"category_scores_gemma":[0.01974423,0.0005772361,0.0007265214,0.003173671,0.0003947274,0.002226359,0.0009366045,0.001336427,0.1445781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001125021,"about_ca_system_score_gemma":0.001260036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004322964,"about_ca_topic_score_gemma":0.008417215,"domain_scores_codex":[0.9995725,0.00008483939,0.00003577246,0.0001334505,0.0001254258,0.00004803452],"domain_scores_gemma":[0.9867448,0.01110631,0.0003347194,0.0007346573,0.000889188,0.0001902965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001210536,0.00007037183,0.001597728,0.00171036,0.00003899708,0.00007500064,0.00006801393,0.006625832,0.0002946301,0.007904544,0.9697202,0.01177338],"study_design_scores_gemma":[0.001494449,0.0001308527,0.00529162,0.001183822,0.0001236499,0.0004796846,0.0003072681,0.0471978,0.00185941,0.1105057,0.8313075,0.0001182031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003956258,0.0000397958,0.004395344,0.0001910145,0.00004535881,0.00004418899,0.9899004,0.001476693,0.003511607],"genre_scores_gemma":[0.02682894,0.0003026841,0.02440024,0.0004792117,0.0001528514,0.001157415,0.9308205,0.004028033,0.01183024],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8037497,"threshold_uncertainty_score":0.2799272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532168944630714,"score_gpt":0.2591410050640049,"score_spread":0.2338193156176978,"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."}}