{"id":"W4223475936","doi":"10.1017/9781108938778.006","title":"Cells","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Organelle; Context (archaeology); Cell; Cellulose; Polysaccharide; Chemistry; Biochemistry; Function (biology); Cell wall; Chitin; Living cell; Cell biology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004238013,0.0006867072,0.0004974197,0.000686579,0.001438141,0.005868484,0.00130834,0.001804298,0.1095226],"category_scores_gemma":[0.001034181,0.0002949492,0.0005107613,0.001204753,0.001770773,0.004247315,0.002583337,0.002632438,0.07720376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001707798,"about_ca_system_score_gemma":0.001047536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001575796,"about_ca_topic_score_gemma":0.002114475,"domain_scores_codex":[0.9994517,0.00007826626,0.0000314898,0.0001691498,0.0002061613,0.00006333156],"domain_scores_gemma":[0.9996334,0.00004584386,0.00002260795,0.0001112563,0.0001281112,0.00005875521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004988081,0.00002269355,0.0002578991,0.0003057517,0.00001352313,0.0002250892,0.0009131213,0.0002427188,0.005581674,0.5563313,0.2913218,0.1447345],"study_design_scores_gemma":[0.000001723312,0.000003272374,0.00003426621,0.00002431531,0.000001192225,0.00007550976,0.00005862417,0.00002019793,0.0003755219,0.01228871,0.9871142,0.000002548576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002334981,0.02880134,0.02280825,0.01125751,0.007035714,0.00009130083,0.002626898,0.001065262,0.9239787],"genre_scores_gemma":[0.02550478,0.01355949,0.01442988,0.007055976,0.0009712796,0.0001577785,0.003049161,0.00048949,0.9347821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8904774,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857896195155366,"score_gpt":0.2148175251953917,"score_spread":0.196238563243838,"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."}}