{"id":"W4251154171","doi":"10.1007/978-3-319-96370-9_11","title":"Summary","year":2018,"lang":"en","type":"book-chapter","venue":"Springer briefs in molecular science","topic":"Polysaccharides and Plant Cell Walls","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Computational biology; Polysaccharide; Nucleic acid; Computer science; Chemistry; Biology; Biochemistry","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":[0.0007795317,0.0006059192,0.0003565188,0.001072964,0.001063019,0.002713559,0.0009604128,0.001202926,0.5250368],"category_scores_gemma":[0.00263291,0.0001902972,0.0004981998,0.0007494425,0.0003292362,0.001225204,0.001787145,0.001335712,0.3481743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122424,"about_ca_system_score_gemma":0.002095754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002617509,"about_ca_topic_score_gemma":0.004379385,"domain_scores_codex":[0.9993151,0.00008064393,0.00002709676,0.0001299014,0.0003456003,0.0001016426],"domain_scores_gemma":[0.9990532,0.00009953763,0.00003804002,0.0001108107,0.0004416139,0.0002568426],"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":[0.00005425042,0.0000205835,0.0001902143,0.0001370671,0.000005362945,0.00008920019,0.00004395349,0.00005789076,0.000285866,0.007013449,0.845817,0.1462852],"study_design_scores_gemma":[0.000003337951,0.000006205798,0.0001435569,0.00004362464,0.000001613912,0.00004014799,0.00002293288,0.00001147158,0.00008207148,0.0008402372,0.9988029,0.000001753513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001301592,0.008317754,0.00277628,0.01838671,0.03023065,0.0002389153,0.006080149,0.0009342894,0.9317337],"genre_scores_gemma":[0.003388284,0.002652137,0.0008888714,0.004227341,0.002746399,0.0001084788,0.00310212,0.0002156882,0.9826707],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4749632,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322500192504194,"score_gpt":0.2046877305309809,"score_spread":0.1914627286059389,"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."}}