{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004016486,0.00008889996,0.0001020118,0.00004981261,0.0005649282,0.0002665301,0.0005267953,0.00007572645,0.2126975],"category_scores_gemma":[0.0004271027,0.00007571546,0.00004918388,0.0001576137,0.00005232961,0.00009564684,0.0004123442,0.0001447422,0.03464567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007568015,"about_ca_system_score_gemma":0.00000136515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003137256,"about_ca_topic_score_gemma":2.51527e-8,"domain_scores_codex":[0.9989898,0.00008509488,0.0001563359,0.0002916823,0.0002574382,0.0002197014],"domain_scores_gemma":[0.99929,0.00002760015,0.00006350312,0.0003233878,0.0002117879,0.00008365374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008742999,0.0001741857,0.00006879933,0.0000970214,0.00004272907,0.000004037021,0.000243098,0.00002675881,0.4885515,0.004662732,0.0473242,0.4587175],"study_design_scores_gemma":[0.0002800104,0.00006407486,0.0006972461,0.00001968506,0.000006208455,0.00002178319,0.0001400085,0.000405154,0.01166134,0.0002134432,0.9863712,0.0001198182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3602976,0.00004268191,0.0001484771,0.0003456008,0.00004653002,0.0001128671,0.00005004569,0.0005501487,0.638406],"genre_scores_gemma":[0.9947031,0.00003325696,0.00008465942,0.000103163,0.0001209409,1.477256e-8,0.0007032104,0.0004576931,0.003793942],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.939047,"threshold_uncertainty_score":0.9661059,"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."}}