{"id":"W6968943106","doi":"10.5281/zenodo.3541246","title":"NPA_ref5308","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Aspergillus niger; Context (archaeology); Production (economics); 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":[0.0009925185,0.002147514,0.003164467,0.0104923,0.003830564,0.008749801,0.004375638,0.004946986,0.9006215],"category_scores_gemma":[0.005898854,0.00159248,0.002271153,0.01370368,0.001165926,0.007541711,0.003484711,0.002601866,0.8286839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003895685,"about_ca_system_score_gemma":0.005721975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01284706,"about_ca_topic_score_gemma":0.01121643,"domain_scores_codex":[0.9983376,0.00009516758,0.000206675,0.0002677623,0.0008559931,0.0002366774],"domain_scores_gemma":[0.9957011,0.0005287348,0.0001942386,0.0004575535,0.002497002,0.0006212831],"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":[0.00006437108,0.00003866604,0.0001111564,0.001359536,0.00001293796,0.0000969899,0.00002262509,0.0000494046,0.0004650515,0.001720943,0.9781507,0.01790763],"study_design_scores_gemma":[0.00003859815,0.00001720718,0.0008198373,0.0002956248,0.00001132864,0.0001070226,0.00002691755,0.00003669024,0.0003186216,0.0008908815,0.9974196,0.00001765688],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005740651,0.004555747,0.001431062,0.004055116,0.03180223,0.0005153263,0.3878944,0.004355275,0.5648168],"genre_scores_gemma":[0.004790975,0.005614558,0.002601273,0.002448857,0.003647802,0.0005049615,0.4395044,0.00303257,0.5378546],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9006215,"threshold_uncertainty_score":0.1417512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806676340636137,"score_gpt":0.2195633909936343,"score_spread":0.201496627587273,"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."}}