{"id":"W1555448227","doi":"10.51847/e9qbyua","title":"10.51847/e9QBYUa","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bead; Wine; Winemaking; Yeast; Fermentation; Chemistry; Biocatalysis; Chromatography; Pulp and paper industry; Materials science; Food science; Catalysis; Composite material; Organic chemistry; Biochemistry","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":[0.0004307293,0.0009514486,0.0004536718,0.001090618,0.0006194568,0.00121014,0.0007659942,0.001357696,0.5343108],"category_scores_gemma":[0.0004164111,0.0003023991,0.0003812261,0.0008159719,0.0003847723,0.0005856226,0.001235658,0.0006316734,0.5631721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006292909,"about_ca_system_score_gemma":0.0003723742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001474722,"about_ca_topic_score_gemma":0.00118707,"domain_scores_codex":[0.9997918,0.0000204275,0.00001721705,0.00004320109,0.00007893857,0.00004854742],"domain_scores_gemma":[0.9998145,0.0000215267,0.00002129081,0.00003418673,0.00004538081,0.00006307675],"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":[0.001638048,0.0009220029,0.005484163,0.0006076274,0.00004328317,0.001585167,0.0001520141,0.0004833528,0.4425074,0.008348928,0.05354122,0.4846867],"study_design_scores_gemma":[0.0001246867,0.0002730042,0.01091165,0.0001400982,0.00002220505,0.002165954,0.000174053,0.001402567,0.08144125,0.001380678,0.9019337,0.00003023462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1736847,0.004203735,0.03083999,0.003418955,0.003986347,0.0008488705,0.03208427,0.01188546,0.7390476],"genre_scores_gemma":[0.07404116,0.000831752,0.008009179,0.0004070988,0.0001436765,0.0001687918,0.02062155,0.0008162462,0.8949605],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4656892,"threshold_uncertainty_score":0.6642492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046531850446363,"score_gpt":0.175776301335748,"score_spread":0.1653109828312844,"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."}}