{"id":"W7069299322","doi":"","title":"Préface","year":2018,"lang":"en","type":"book-chapter","venue":"Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B))","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sculpture; Natural (archaeology); Photography; Performance art","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":[0.000395157,0.0007108242,0.0005119941,0.002040166,0.001918797,0.003062342,0.0009383069,0.0007369185,0.4336532],"category_scores_gemma":[0.002439011,0.0002338908,0.0003137588,0.001685908,0.0005171553,0.002393226,0.001365527,0.002171072,0.2466779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001197985,"about_ca_system_score_gemma":0.001156396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002720212,"about_ca_topic_score_gemma":0.004219683,"domain_scores_codex":[0.9996743,0.00003398827,0.00001747445,0.00006065921,0.0001878627,0.00002573082],"domain_scores_gemma":[0.9989055,0.000210949,0.00004290228,0.00008930473,0.0005920607,0.0001592392],"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":[0.00001155982,0.00001703894,0.00005523081,0.0001004295,8.042007e-7,0.00006029754,0.0001567686,0.00005323361,0.0001551883,0.00742635,0.9368774,0.05508568],"study_design_scores_gemma":[6.337273e-7,0.00000364331,0.00007548498,0.00005725948,3.311539e-7,0.0000504496,0.00004580981,0.000009400392,0.00002908854,0.0009396081,0.9987871,0.000001193019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007087123,0.009369673,0.002161037,0.005102067,0.0254953,0.0001553479,0.002660928,0.0006599692,0.9536869],"genre_scores_gemma":[0.002042005,0.003600382,0.0009326029,0.001110825,0.002970298,0.00005761404,0.001925489,0.0003153783,0.9870455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5663468,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140024053360895,"score_gpt":0.2105437556548201,"score_spread":0.1991435151212111,"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."}}