{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000146189,0.0002946332,0.0002507326,0.0001179388,0.0001961869,0.00002902796,0.0007145214,0.0004251907,0.0000569371],"category_scores_gemma":[0.00001554564,0.0003366361,0.0002489804,0.000006616595,0.0003429743,0.000002614464,0.001204986,0.0004330841,0.00003293312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000776173,"about_ca_system_score_gemma":0.0002271154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004225629,"about_ca_topic_score_gemma":0.000002151403,"domain_scores_codex":[0.9985304,0.00003403328,0.0001997627,0.0004370046,0.0004423865,0.000356351],"domain_scores_gemma":[0.9988167,0.00001627387,0.0001403283,0.000632811,0.0001246553,0.0002692084],"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":[0.0003820038,0.00004874209,0.000002298899,0.0003270341,0.0005085819,0.0002818725,0.00004654349,0.000007809232,0.02421528,0.207382,0.7568756,0.009922276],"study_design_scores_gemma":[0.0004172038,0.0002567022,0.000002542934,0.00001827868,0.00006028684,0.000009423978,0.00003131053,0.00001879818,0.01257121,0.000002798037,0.9862418,0.0003696896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002473839,0.0002165063,0.0001927844,0.00002170986,0.0003389051,0.0003156931,0.0005857355,0.00002576709,0.9980555],"genre_scores_gemma":[0.0006936105,0.001384804,0.0001547694,0.000151153,0.0002469772,0.000001099676,0.0005172385,0.00004223235,0.9968081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2293662,"threshold_uncertainty_score":0.9999086,"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."}}