{"id":"W7100737683","doi":"","title":"2. Background","year":2014,"lang":"en","type":"article","venue":"","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001578519,0.001035059,0.000475677,0.001937991,0.001273472,0.003094157,0.001628662,0.001448595,0.08887202],"category_scores_gemma":[0.001965243,0.0002717077,0.000626153,0.002405324,0.0007402872,0.0008776463,0.001954334,0.001056526,0.04492723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340359,"about_ca_system_score_gemma":0.002334145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007207966,"about_ca_topic_score_gemma":0.008370224,"domain_scores_codex":[0.9985325,0.0001915834,0.00007507603,0.0005465125,0.0004850799,0.0001692],"domain_scores_gemma":[0.9986634,0.0003026093,0.0002724855,0.0001639441,0.0003682806,0.0002292425],"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":[0.001015092,0.0005342623,0.02523342,0.003983423,0.00008853236,0.002327066,0.001238695,0.002439263,0.02870838,0.1232888,0.2307837,0.5803593],"study_design_scores_gemma":[0.00001743614,0.00007779278,0.006910263,0.0005593633,0.00003725913,0.0008492687,0.0003611322,0.0006371657,0.003409411,0.008427646,0.9786721,0.0000411972],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07251211,0.02981089,0.1329212,0.01517903,0.00376274,0.001625638,0.1471981,0.004555604,0.5924346],"genre_scores_gemma":[0.1967459,0.02959029,0.127612,0.01058621,0.00200578,0.001895331,0.1349508,0.001892462,0.4947214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.911128,"threshold_uncertainty_score":0.2973065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008573549262980169,"score_gpt":0.2296660708136146,"score_spread":0.2210925215506344,"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."}}