{"id":"W4411618694","doi":"10.51847/is3o2rb","title":"10.51847/Is3O2Rb","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative analysis; Computational biology; Biochemical engineering; Computer science; Management science; Data science; Biology; Engineering; Qualitative research; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006603071,0.001343724,0.0008814659,0.002854378,0.001190396,0.002881891,0.001660975,0.002665977,0.9200214],"category_scores_gemma":[0.0006157913,0.0006164067,0.0009540492,0.001983436,0.0007242271,0.00169658,0.001832673,0.001099049,0.93047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009955,"about_ca_system_score_gemma":0.0006506525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877321,"about_ca_topic_score_gemma":0.001948745,"domain_scores_codex":[0.9993229,0.00003915771,0.00003681257,0.0001702904,0.000279446,0.0001514275],"domain_scores_gemma":[0.9994389,0.00005681508,0.00004788358,0.0001216756,0.0001732031,0.0001613995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000590617,0.0005512279,0.001152575,0.0006499582,0.00004190441,0.0004121496,0.0001087244,0.0004005716,0.0417073,0.01043548,0.222638,0.7213114],"study_design_scores_gemma":[0.00003401611,0.0000593208,0.0008291591,0.00009072139,0.00001278589,0.0002947643,0.00003556633,0.0002600574,0.004789585,0.0006693882,0.9929137,0.00001101092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002552346,0.001039547,0.004026135,0.0007917931,0.0008849117,0.0001332614,0.002093732,0.003723497,0.9847548],"genre_scores_gemma":[0.004496141,0.0003443097,0.0017254,0.0002920631,0.0001271994,0.00005440771,0.00189009,0.0005113672,0.9905591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07997859,"threshold_uncertainty_score":0.1140797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02168333088892438,"score_gpt":0.2852831700564006,"score_spread":0.2635998391674762,"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."}}