{"id":"W4411659625","doi":"10.51847/zrrli9n","title":"10.51847/Zrrli9N","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spectrophotometry; TRACE (psycholinguistics); Aqueous solution; Chemistry; Nanoparticle; Doxycycline; Trace Amounts; Materials science; Chromatography; Environmental chemistry; Nanotechnology; 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":[0.0005635163,0.001069651,0.000680964,0.001925958,0.0007866335,0.002187319,0.001192104,0.001768976,0.8182957],"category_scores_gemma":[0.0006807973,0.0003797757,0.0005797769,0.0009360905,0.0004484861,0.00113151,0.001599334,0.0008330278,0.855046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009885541,"about_ca_system_score_gemma":0.0005150646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002130041,"about_ca_topic_score_gemma":0.002028642,"domain_scores_codex":[0.9995559,0.00003248928,0.00002763532,0.000111123,0.0001907757,0.00008208324],"domain_scores_gemma":[0.9995851,0.00004933588,0.00004337759,0.00009338104,0.0001373385,0.00009143326],"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":[0.0006063601,0.0005384871,0.002295569,0.0003791723,0.00004485088,0.0006185622,0.0001277368,0.001306197,0.07035111,0.009577642,0.1330739,0.7810804],"study_design_scores_gemma":[0.00008162983,0.0001413158,0.003409814,0.0001161356,0.00002004911,0.001027826,0.00009191772,0.002763675,0.01350634,0.001399673,0.9774091,0.00003237873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01246645,0.001721318,0.01366586,0.001020668,0.001308474,0.0001917174,0.003262546,0.008620745,0.9577423],"genre_scores_gemma":[0.01584792,0.0003354179,0.005302092,0.0002420381,0.0001268974,0.00007838995,0.003276798,0.0004945503,0.9742958],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1817043,"threshold_uncertainty_score":0.2591791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01248257959462333,"score_gpt":0.2269422277195226,"score_spread":0.2144596481248993,"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."}}