{"id":"W6931212854","doi":"10.5281/zenodo.3446183","title":"Textual Communities. Demonstration and explanation","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":[],"consensus_categories":[],"category_scores_codex":[0.002177576,0.001573751,0.0005961137,0.001424554,0.0008259164,0.002202828,0.002529862,0.003560984,0.08310149],"category_scores_gemma":[0.01758561,0.0007547785,0.001505855,0.0008191648,0.0007799512,0.003009463,0.004572629,0.002056417,0.01739507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005575327,"about_ca_system_score_gemma":0.001187234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004828712,"about_ca_topic_score_gemma":0.003804744,"domain_scores_codex":[0.9982123,0.0006236244,0.0001425298,0.0002450811,0.0006064397,0.0001699725],"domain_scores_gemma":[0.9880278,0.007735345,0.0004423537,0.001620405,0.001631955,0.0005420682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001697197,0.001242328,0.003454692,0.003050632,0.00009826129,0.003447828,0.004867719,0.01508262,0.03149286,0.07691836,0.3794841,0.4791633],"study_design_scores_gemma":[0.001192862,0.0002649349,0.002797764,0.0007931904,0.00009549757,0.001662186,0.0009022123,0.3891167,0.04621345,0.09552702,0.4612187,0.0002154326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01767818,0.0003190959,0.7459461,0.005462365,0.0006148051,0.001188361,0.01362788,0.1666393,0.04852381],"genre_scores_gemma":[0.248072,0.0004648457,0.6658484,0.001215993,0.000308399,0.002162466,0.01688135,0.0147407,0.05030581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08310149,"threshold_uncertainty_score":0.2780021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989620442734081,"score_gpt":0.2296962279513508,"score_spread":0.20980002352401,"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."}}