{"id":"W6912387743","doi":"10.5281/zenodo.3541213","title":"NPA_ref4053","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Synthesis and Biological Evaluation","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Characterization (materials science); Isolation (microbiology); Focus (optics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001205308,0.00152609,0.002678948,0.008683777,0.003569284,0.00935444,0.003936355,0.004225532,0.9104987],"category_scores_gemma":[0.008204427,0.00117685,0.001823054,0.01072933,0.00114232,0.00666601,0.003453817,0.002265287,0.8217838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004044223,"about_ca_system_score_gemma":0.006968466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184712,"about_ca_topic_score_gemma":0.01107386,"domain_scores_codex":[0.9980643,0.0001150412,0.0002266906,0.0002527852,0.001118936,0.0002221788],"domain_scores_gemma":[0.9937527,0.0007276236,0.0002792163,0.0005998535,0.003878384,0.0007622246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004259287,0.00002961618,0.00007163819,0.00109139,0.000009000505,0.00006567979,0.00001716562,0.0000331114,0.0002453111,0.001650874,0.973282,0.0234616],"study_design_scores_gemma":[0.0000298325,0.00001433939,0.0004361899,0.0003149157,0.000009218807,0.00008320127,0.00002266154,0.00003148975,0.0002600078,0.0009901742,0.9977958,0.0000122059],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.000457501,0.004584605,0.001243882,0.005391473,0.03763247,0.0006336658,0.1742681,0.003903956,0.7718843],"genre_scores_gemma":[0.004572249,0.006419686,0.002710565,0.003627216,0.005439744,0.0006274335,0.1733898,0.003099937,0.8001133],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9104987,"threshold_uncertainty_score":0.1276628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554156045639206,"score_gpt":0.2500434108737894,"score_spread":0.2045018504173973,"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."}}