{"id":"W4411617637","doi":"10.51847/j1ltugc","title":"10.51847/J1LTUGC","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Isolation (microbiology); Bacteria; Identification (biology); Cellulose; Microbiology; Biology; Computational biology; Chemistry; Biochemistry; Botany; Genetics","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":[0.0005895841,0.001689685,0.0008544026,0.002876023,0.001536127,0.003799742,0.001217278,0.003426504,0.9545776],"category_scores_gemma":[0.0008707676,0.0005129084,0.0008082372,0.002114344,0.001074801,0.00185445,0.0019792,0.001473414,0.9498844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001425701,"about_ca_system_score_gemma":0.0009125081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005271788,"about_ca_topic_score_gemma":0.003640035,"domain_scores_codex":[0.9995255,0.00002887775,0.00002922894,0.0001408272,0.0001445534,0.0001310761],"domain_scores_gemma":[0.9991288,0.0001101531,0.00004968729,0.0001490946,0.0003201407,0.000242209],"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":[0.0004850423,0.0006855115,0.002130143,0.00046346,0.00003548373,0.0005024851,0.0001401143,0.0006454344,0.01734615,0.005388814,0.2198052,0.7523723],"study_design_scores_gemma":[0.00008950082,0.0001439957,0.003610951,0.0003523069,0.00002490216,0.0008322329,0.0001914047,0.001368857,0.004270735,0.001588825,0.9874882,0.00003808997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005034259,0.001027082,0.00416076,0.000956132,0.001230162,0.0001883992,0.002290837,0.004474126,0.9806384],"genre_scores_gemma":[0.007795334,0.0002870212,0.002057994,0.000384086,0.000113486,0.00007996109,0.002303423,0.000464319,0.9865144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04542243,"threshold_uncertainty_score":0.06478953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01246672997126654,"score_gpt":0.2397945948957504,"score_spread":0.2273278649244839,"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."}}