{"id":"W2043734096","doi":"10.1016/j.copbio.2013.02.023","title":"Integrative avenues for exploring the dynamics and evolution of protein interaction networks","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Biotechnology","topic":"Bioinformatics and Genomic Networks","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Dynamics (music); Field (mathematics); Annotation; Biology; Cognitive science; Computer science; Sociology; Psychology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001884519,0.0002306214,0.0004636469,0.0001484788,0.00004703068,0.00001477807,0.000242347,0.0005292171,7.782654e-7],"category_scores_gemma":[0.00006226599,0.0001577688,0.0001326601,0.0001484057,0.0001770814,0.000006795291,0.0002049482,0.0004516595,0.00000100624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000878535,"about_ca_system_score_gemma":0.00005630967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007761394,"about_ca_topic_score_gemma":0.00001499365,"domain_scores_codex":[0.9989651,0.00005796304,0.0004922504,0.0002539893,0.00003914597,0.0001915016],"domain_scores_gemma":[0.9991915,0.00003441093,0.0004158045,0.0002911379,0.0000483437,0.00001883422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008518523,0.00001812366,0.000002817771,0.002314802,0.0000353751,9.294465e-9,0.00001713814,0.00001269422,0.00000897169,0.009568258,0.0002795421,0.9877337],"study_design_scores_gemma":[0.0001847138,0.0002231347,0.000003865092,0.006620964,0.00003850042,0.00001055168,0.0001944008,0.009224893,0.00004163818,0.0005914459,0.9826306,0.0002353522],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001332883,0.9403505,0.05614909,0.00005261327,0.001836093,0.001420889,0.00004164411,0.000008787176,0.00000703763],"genre_scores_gemma":[0.0008637765,0.9971457,0.0002997373,0.0000011394,0.000268,0.0009787518,0.0004045201,0.00001974803,0.00001860508],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9874984,"threshold_uncertainty_score":0.6433626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05813765214886208,"score_gpt":0.3346662154106102,"score_spread":0.2765285632617481,"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."}}