{"id":"W2606893286","doi":"10.51847/ppbgudv","title":"10.51847/pPBgUdv","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hematite; Fourier transform infrared spectroscopy; Particle size; Chemistry; Particle (ecology); Magnetic nanoparticles; Chemical engineering; Materials science; Analytical Chemistry (journal); Nuclear chemistry; Chromatography; Physical chemistry; Nanotechnology; Mineralogy; Nanoparticle","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":[0.000091733,0.00007613539,0.00008558475,0.0000282158,0.00006597452,0.00003955436,0.0001201337,0.00003935607,0.9983203],"category_scores_gemma":[0.00001372052,0.00006557286,0.00002492107,0.0001010707,0.00001917041,0.0000924263,0.00001672857,0.00003590404,0.9920695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001523392,"about_ca_system_score_gemma":0.00001127173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001862916,"about_ca_topic_score_gemma":2.033299e-7,"domain_scores_codex":[0.9994213,0.00002052009,0.00009659379,0.0001683786,0.0001220185,0.0001712035],"domain_scores_gemma":[0.9996816,0.00001477517,0.0000142646,0.000194082,0.00002089892,0.00007440474],"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":[0.00009373818,0.00001515415,2.143391e-7,0.000004133413,0.000002952212,0.000003819072,0.00002614108,0.0001237681,0.082709,0.000007413715,0.1057569,0.8112567],"study_design_scores_gemma":[0.00008963616,0.00008049118,0.00005578691,0.000004088076,0.000005993748,0.000006917702,4.110476e-7,0.00002011659,0.006744304,0.00001150973,0.9928893,0.00009148019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01808328,0.0000202784,0.000002477879,0.0001124763,0.00001249553,0.00007304172,0.000008478113,0.0001281601,0.9815593],"genre_scores_gemma":[0.002428686,9.716918e-8,0.0002448867,0.0001184334,0.0002145278,0.000006452966,0.000005531678,0.000009986345,0.9969714],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8871323,"threshold_uncertainty_score":0.2673984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004953604821744512,"score_gpt":0.1751739194884589,"score_spread":0.1702203146667144,"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."}}