{"id":"W6930109714","doi":"10.5281/zenodo.11702217","title":"Catalogo snep 2023 pdf","year":2024,"lang":"zh","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Accountability; Pharmacy; Drug; Confidentiality","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009643266,0.001914153,0.001578793,0.004365732,0.00201251,0.009361858,0.003316971,0.002611438,0.9375705],"category_scores_gemma":[0.004455743,0.001191975,0.001420839,0.004712253,0.0007626353,0.008861675,0.003489109,0.002261258,0.9278019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027909,"about_ca_system_score_gemma":0.002807313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007514812,"about_ca_topic_score_gemma":0.01027924,"domain_scores_codex":[0.9990098,0.00004952158,0.00005615117,0.0001396921,0.000630702,0.0001140939],"domain_scores_gemma":[0.9969534,0.0002790468,0.00007449622,0.0004953588,0.001736377,0.0004613216],"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":[0.00002652602,0.00002431195,0.00003658333,0.000216755,0.000002833165,0.00003442823,0.00001752935,0.00004436303,0.0003558639,0.00165778,0.9575538,0.04002919],"study_design_scores_gemma":[0.000006274445,0.000007575654,0.00009459725,0.00005730209,0.000002327297,0.00003901423,0.00001686148,0.00002838705,0.0002120998,0.000431379,0.9990977,0.000006482644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001612519,0.0005689753,0.001589082,0.0004401822,0.001314065,0.0001808792,0.01741379,0.005684279,0.9726475],"genre_scores_gemma":[0.0006120608,0.0006425685,0.0007368823,0.0003721959,0.000223781,0.00009204464,0.01240231,0.002811179,0.982107],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9375705,"threshold_uncertainty_score":0.08904809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548745574509415,"score_gpt":0.2532633405628476,"score_spread":0.2277758848177535,"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."}}