{"id":"W4411657739","doi":"10.51847/sefxu2x","title":"10.51847/seFXu2x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gum arabic; Amylase; Agar; Arabic; Food science; Chemistry; Traditional medicine; Biochemistry; Medicine; Biology; Enzyme; Philosophy; Linguistics; Bacteria","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":[0.0006605799,0.002074884,0.0007976397,0.002926769,0.001022012,0.002460371,0.00119304,0.003264703,0.9322327],"category_scores_gemma":[0.0007212256,0.0006325596,0.0008519986,0.001591563,0.0008221255,0.001784701,0.001802525,0.001080266,0.9295235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000686336,"about_ca_system_score_gemma":0.0004595481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001428708,"about_ca_topic_score_gemma":0.001344972,"domain_scores_codex":[0.9996572,0.00002895931,0.00002455959,0.0001002059,0.0001163364,0.00007286446],"domain_scores_gemma":[0.9993741,0.0001148349,0.00005287567,0.000141911,0.000172203,0.0001441613],"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":[0.0004536388,0.0004303451,0.001527483,0.0004572338,0.00004409107,0.0004976246,0.0001607634,0.0008207408,0.02953732,0.007640065,0.1134619,0.8449689],"study_design_scores_gemma":[0.0001085135,0.0002532944,0.00297357,0.0002424592,0.00003120613,0.001344061,0.0001426601,0.002236881,0.01287219,0.002256294,0.9775091,0.00002978699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009099395,0.001302911,0.01340072,0.0008596688,0.0009540428,0.0002418675,0.001889344,0.008666861,0.963585],"genre_scores_gemma":[0.00700019,0.0002550133,0.002860849,0.0001686763,0.00007208774,0.00006902798,0.001217246,0.0004690759,0.9878878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06776732,"threshold_uncertainty_score":0.09666187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003965702520846716,"score_gpt":0.1795895800035891,"score_spread":0.1756238774827424,"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."}}