{"id":"W2301589638","doi":"","title":"Cell Imaging and Analysis Network (CIAN)—Multi-Platform Resources and Services","year":2011,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Computer science; Automation; Workstation; Data science; Engineering","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":[0.007699613,0.002362198,0.002051455,0.005816512,0.001915817,0.0054482,0.006836162,0.001713139,0.1017679],"category_scores_gemma":[0.007200032,0.0009438633,0.001170824,0.005936987,0.0006734902,0.003371475,0.005570437,0.002075669,0.09104794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003867991,"about_ca_system_score_gemma":0.008074027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310498,"about_ca_topic_score_gemma":0.01017285,"domain_scores_codex":[0.9968772,0.0005408312,0.0002054103,0.0005625234,0.001149321,0.0006646794],"domain_scores_gemma":[0.9912761,0.0008541939,0.0005044594,0.001946841,0.002759123,0.002659169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007006287,0.00007299353,0.0009397118,0.0003799097,0.0000530982,0.00007905168,0.0001002198,0.000728135,0.01534553,0.009079983,0.8811591,0.09136176],"study_design_scores_gemma":[0.0001519436,0.00007277586,0.002221314,0.00009830463,0.00005111313,0.0001947208,0.00007536414,0.01449953,0.01283769,0.006872499,0.9627997,0.0001250381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.00655169,0.004547098,0.2714795,0.005398863,0.001915877,0.00235284,0.2082886,0.3340389,0.1654266],"genre_scores_gemma":[0.05402352,0.004130736,0.3138998,0.003777038,0.0009167634,0.006177063,0.4957078,0.03387753,0.08748974],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1017679,"threshold_uncertainty_score":0.3404476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01607114137879962,"score_gpt":0.2222366675329115,"score_spread":0.2061655261541119,"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."}}