{"id":"W4411659583","doi":"10.51847/1i9ksnr","title":"10.51847/1I9kSnr","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citrus unshiu; Silver nanoparticle; Nanoparticle; Chemistry; Food science; Nanotechnology; Materials science; Botany; Biology","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":[0.0007288445,0.00009955328,0.0001644597,0.0001014072,0.0007246584,0.00001734795,0.0002939469,0.00005820129,0.9990892],"category_scores_gemma":[0.0002655618,0.00008270711,0.00004302958,0.0003611203,0.00007468934,0.00009747884,0.0001991107,0.0002347575,0.9992306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008342262,"about_ca_system_score_gemma":0.0001012134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006682298,"about_ca_topic_score_gemma":8.040333e-7,"domain_scores_codex":[0.9982893,0.0002120656,0.0002110783,0.0002718747,0.0003966617,0.0006189813],"domain_scores_gemma":[0.9989951,0.0002293698,0.00002650786,0.0003711109,0.0001370197,0.0002409187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003820051,0.00001972179,0.000002560751,0.0000119383,0.00001109454,0.000004253545,0.000167658,0.000004659401,0.00002237693,0.000003723349,0.6485863,0.3511276],"study_design_scores_gemma":[0.0002313823,0.00004901881,0.0003558311,0.00003672234,0.000005198242,2.000647e-7,0.00004060286,0.00003635517,0.000002210945,0.000005481182,0.9991452,0.00009180902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001086544,0.00002855826,2.14971e-7,0.001321528,0.00001872963,0.0005384638,0.00004129796,0.0001484276,0.9968162],"genre_scores_gemma":[0.00009399953,0.00000128867,0.00007975235,0.0001795549,0.0001533221,0.00008909112,0.000009345496,0.00001379389,0.9993799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3510357,"threshold_uncertainty_score":0.5573559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05312913602234048,"score_gpt":0.3654164634012747,"score_spread":0.3122873273789342,"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."}}