{"id":"W4411657374","doi":"10.51847/wfyjh58","title":"10.51847/wFYJh58","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug delivery; Drug; Pharmacology; Chemistry; Computer science; Nanotechnology; Medicine; Materials science","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":[0.0005681633,0.001837919,0.0008690663,0.002445217,0.00125668,0.002537849,0.001275258,0.002601939,0.9744802],"category_scores_gemma":[0.0006499016,0.0006212619,0.0008201012,0.002011161,0.0007831335,0.001879406,0.002296789,0.001225661,0.9789307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007856491,"about_ca_system_score_gemma":0.0006217276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00237179,"about_ca_topic_score_gemma":0.002004166,"domain_scores_codex":[0.9996701,0.00001487331,0.00002033802,0.0001103388,0.0001109812,0.00007328152],"domain_scores_gemma":[0.9993394,0.00007431616,0.00003822981,0.0001136278,0.0001834501,0.0002509886],"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":[0.0002720132,0.0002851337,0.0008590108,0.0003776439,0.00002517425,0.000321845,0.00009247522,0.0002958403,0.01365837,0.004112966,0.2520914,0.7276082],"study_design_scores_gemma":[0.00005347352,0.00006915034,0.001636106,0.0001730966,0.00001495906,0.0004177627,0.00006435238,0.0002896643,0.00208405,0.0008923804,0.9942847,0.0000202813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001891829,0.0005762964,0.002117832,0.0005604778,0.0007559627,0.000158524,0.002658758,0.002472803,0.9888076],"genre_scores_gemma":[0.0022008,0.0002260573,0.0008139531,0.0002547037,0.00008177874,0.00006273604,0.001773718,0.0003154065,0.9942708],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02551985,"threshold_uncertainty_score":0.03640085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008457338647163156,"score_gpt":0.1974766613801664,"score_spread":0.1890193227330032,"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."}}