{"id":"W4411657982","doi":"10.51847/whdetby","title":"10.51847/WhdeTby","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Innovative Microfluidic and Catalytic Techniques Innovation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cephalosporin; Pseudomonas; Chemistry; Cephalosporin C; Microbiology; Biochemistry; Bacteria; Biology; Antibiotics","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":[0.0006033254,0.001959343,0.0006852787,0.002285845,0.0009477585,0.002502152,0.001541546,0.002556637,0.9368934],"category_scores_gemma":[0.0007667197,0.0007026229,0.000850723,0.001334524,0.0007954251,0.00188075,0.002304512,0.001508725,0.9352142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007743119,"about_ca_system_score_gemma":0.0006945312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002047097,"about_ca_topic_score_gemma":0.002514233,"domain_scores_codex":[0.9995916,0.00003478105,0.00003053511,0.0001185572,0.0001381319,0.00008643593],"domain_scores_gemma":[0.999328,0.0001382988,0.00004219339,0.0001282641,0.0001549291,0.0002082522],"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":[0.0004867538,0.0005779209,0.001212517,0.0004893181,0.00004386568,0.0005356062,0.0001495005,0.0004588985,0.03551223,0.00547031,0.1674398,0.7876233],"study_design_scores_gemma":[0.00006594273,0.0001068956,0.001653347,0.0001622108,0.00002120798,0.0009327225,0.0000980941,0.0009790732,0.007646464,0.001256408,0.9870521,0.00002556157],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006852845,0.001747463,0.01911129,0.001518711,0.001603671,0.0002925734,0.002756292,0.00646591,0.9596512],"genre_scores_gemma":[0.00508702,0.0003427205,0.003535264,0.0003537811,0.00007082663,0.0000827804,0.001575319,0.0005012248,0.988451],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0631066,"threshold_uncertainty_score":0.09001392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005407930926419485,"score_gpt":0.1799213233989114,"score_spread":0.1745133924724919,"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."}}