{"id":"W4411618599","doi":"10.51847/zbpzskh","title":"10.51847/ZbPZskh","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immune system; Business; Risk analysis (engineering); Medicine; Immunology","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":[0.0004160879,0.001230173,0.0007149759,0.001858026,0.001087453,0.002652264,0.001104705,0.002323387,0.9654894],"category_scores_gemma":[0.0008913628,0.0004433047,0.0005009183,0.001342264,0.0007763962,0.001869923,0.002221001,0.001277923,0.9743318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008455041,"about_ca_system_score_gemma":0.0006064657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002470291,"about_ca_topic_score_gemma":0.001943234,"domain_scores_codex":[0.9997234,0.00001906561,0.00002154799,0.00007076468,0.0001108578,0.00005442372],"domain_scores_gemma":[0.9993095,0.0001008779,0.00004397433,0.0001009696,0.000187504,0.0002571347],"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":[0.0002167566,0.0001623226,0.0006974327,0.0002639139,0.00001378668,0.0002592536,0.00007392925,0.0002006157,0.003158269,0.005230818,0.3322765,0.6574464],"study_design_scores_gemma":[0.00004055577,0.00004779535,0.001245587,0.000141274,0.00000718875,0.000383021,0.0000645921,0.0001546962,0.000787198,0.001262904,0.995854,0.00001126175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008790678,0.0007237055,0.001019517,0.0009601558,0.0007393262,0.00007526849,0.0009365958,0.001656183,0.9930101],"genre_scores_gemma":[0.002425722,0.0003940653,0.000515345,0.0004366002,0.0001159217,0.0000297091,0.000712348,0.0002135906,0.9951567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03451055,"threshold_uncertainty_score":0.04922509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369305551957047,"score_gpt":0.2506789843158637,"score_spread":0.2369859287962932,"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."}}