{"id":"W7004755140","doi":"","title":"Invention","year":2015,"lang":"en","type":"other","venue":"University of the Arts London Research Online (University of the Arts London)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Fusible alloy; Hyporeflexia; Triacetin","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007381264,0.0002247304,0.000377202,0.0003925914,0.0003306693,0.00001144541,0.002395357,0.0003439126,0.0006164676],"category_scores_gemma":[0.0001489539,0.0002085254,0.0005276998,0.0005464515,0.00138278,0.00001802821,0.002808496,0.0004877134,0.00003724571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009623443,"about_ca_system_score_gemma":0.0003392388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004060987,"about_ca_topic_score_gemma":0.01984631,"domain_scores_codex":[0.9977474,0.0004811786,0.0001344975,0.0004895474,0.0007957179,0.0003517093],"domain_scores_gemma":[0.9971414,0.00002751216,0.0004244456,0.001726096,0.0005452555,0.0001352725],"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":[0.0001591959,0.0002616151,0.000360122,0.00007599182,0.0002741145,0.00001472389,0.0001364488,0.00001780534,0.0211164,0.00009536617,0.9767135,0.0007746852],"study_design_scores_gemma":[0.0007775675,0.0001374133,0.000390167,0.0002148868,0.000167214,0.000005236311,0.0009671198,0.00007441417,0.00514116,0.0002396147,0.9916757,0.0002094667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.22278,0.003803833,0.001269849,0.01331698,0.0004475124,0.003511247,0.001185816,0.0002579682,0.7534268],"genre_scores_gemma":[0.02776049,0.001643183,0.001371723,0.00006282577,0.0001220599,7.824895e-8,0.0002874025,0.00009944561,0.9686528],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.215226,"threshold_uncertainty_score":0.9980389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02922652119409329,"score_gpt":0.2857964933656802,"score_spread":0.2565699721715869,"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."}}