{"id":"W4411657297","doi":"10.51847/bzjcfiq","title":"10.51847/bZjcfIQ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Advanced Drug Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salbutamol; In situ; Chromatography; Chemistry; Nuclear chemistry; Medicine; Internal medicine; Organic chemistry; Asthma","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003133301,0.0002094529,0.0002450358,0.00008107062,0.0001703119,0.00001508188,0.0003113661,0.0002098061,0.9966778],"category_scores_gemma":[0.00003124507,0.0002155346,0.00007751515,0.0002101131,0.00007365774,0.0001200442,0.00004959617,0.0003533335,0.9943217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007049568,"about_ca_system_score_gemma":0.0000329489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008065987,"about_ca_topic_score_gemma":1.771805e-7,"domain_scores_codex":[0.998532,0.0002415634,0.0002840852,0.0003248017,0.0001456835,0.0004718597],"domain_scores_gemma":[0.9990896,0.0001853863,0.00004752355,0.0002888829,0.00005095198,0.0003376477],"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":[0.0003439754,0.0001019597,0.000002770671,0.000008883857,0.00005825452,0.00003415791,0.00005582888,0.003172314,0.001176438,0.000004816251,0.09941146,0.8956292],"study_design_scores_gemma":[0.0005824214,0.000116277,0.00001874082,0.000007200254,0.00004087085,0.00003092822,0.000002510115,0.001319629,0.0005358148,0.000005237759,0.9970828,0.0002576291],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006228232,0.0002817041,0.000003939423,0.0004172442,0.00003803987,0.000420232,0.0000573223,0.0002871306,0.9922662],"genre_scores_gemma":[0.0037473,0.000003102298,0.0001070162,0.0007889217,0.0003623289,0.00005530156,0.00002213464,0.00003718434,0.9948767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8976713,"threshold_uncertainty_score":0.8789247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04827835424259358,"score_gpt":0.3458091041128755,"score_spread":0.2975307498702819,"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."}}