{"id":"W4237800313","doi":"10.1515/iupac.83.0457","title":"Stably Transfected Cells","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Glossary; Context (archaeology); Multidisciplinary approach; Field (mathematics); Process (computing); Computer science; Data science; Component (thermodynamics); Management science; Biology; Engineering; Sociology; Linguistics; Mathematics","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":[0.001722488,0.001354209,0.002304942,0.002521851,0.001480469,0.003857175,0.003231394,0.002561202,0.06908783],"category_scores_gemma":[0.005820269,0.0007588628,0.001554733,0.007374431,0.0005846092,0.001485954,0.001418873,0.003289138,0.09014509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542649,"about_ca_system_score_gemma":0.002921596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332591,"about_ca_topic_score_gemma":0.02348209,"domain_scores_codex":[0.9976776,0.0003069449,0.0003020847,0.0007421958,0.000609441,0.0003617708],"domain_scores_gemma":[0.9977749,0.0006445055,0.000184597,0.0007223088,0.0004700464,0.0002036472],"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":[0.0004642569,0.00009683868,0.002065893,0.00121809,0.0001169887,0.0001580267,0.0000703824,0.0008377541,0.002375738,0.002709311,0.9829617,0.006925027],"study_design_scores_gemma":[0.0007720452,0.0001028935,0.005790052,0.0003914755,0.0001946646,0.0005452543,0.0001519557,0.001234015,0.004212093,0.004767423,0.9817692,0.00006899537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008674451,0.0003596307,0.0006164147,0.0001680336,0.0001026558,0.00005711039,0.9951676,0.0006262287,0.002034902],"genre_scores_gemma":[0.0008234929,0.0002359741,0.0007322904,0.0001967664,0.00001107907,0.0002048044,0.9963084,0.00007844799,0.001408702],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06908783,"threshold_uncertainty_score":0.2311218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064425539892346,"score_gpt":0.4305060871769168,"score_spread":0.4098618317779933,"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."}}