{"id":"W4411617703","doi":"10.51847/9ctjdfb","title":"10.51847/9ctJDfb","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acceleration; Consumption (sociology); Chemistry; Biochemistry; Environmental chemistry; Physics","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":[0.0006294324,0.002220941,0.0009808891,0.002927477,0.001487199,0.00372522,0.002083563,0.003666238,0.9606375],"category_scores_gemma":[0.0007837337,0.000727825,0.0008790814,0.001606735,0.00118153,0.001604771,0.002679971,0.001930584,0.9658338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335072,"about_ca_system_score_gemma":0.0009267371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002820767,"about_ca_topic_score_gemma":0.002988079,"domain_scores_codex":[0.9994614,0.00002362982,0.00003437673,0.0001830869,0.0001816264,0.000115917],"domain_scores_gemma":[0.9991369,0.0001002806,0.00005408562,0.0001857707,0.0001563601,0.0003667063],"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":[0.0005897237,0.0009668383,0.001848004,0.0006124062,0.00004498087,0.0009753347,0.0001666526,0.0005315017,0.05913728,0.008810096,0.2704464,0.6558707],"study_design_scores_gemma":[0.0000685482,0.0000890498,0.002063871,0.0001801116,0.00001414336,0.0009916092,0.00009580984,0.0003631669,0.006107351,0.0007893563,0.9892164,0.00002050718],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003239769,0.001052619,0.003354654,0.001198304,0.001511812,0.0002142909,0.004699949,0.004570276,0.9801583],"genre_scores_gemma":[0.004601488,0.0002553655,0.001075785,0.0002475829,0.00007988458,0.00006834696,0.003124624,0.0004242559,0.9901226],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03936255,"threshold_uncertainty_score":0.05614585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00262944493170564,"score_gpt":0.1626182756309502,"score_spread":0.1599888306992446,"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."}}