{"id":"W6931122803","doi":"10.5281/zenodo.3541301","title":"NPA_ref7111","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Isolation (microbiology); Limiting","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":["insufficient_payload"],"category_scores_codex":[0.001368668,0.001959478,0.003576725,0.01213466,0.004347849,0.0102276,0.004680065,0.00539708,0.9081951],"category_scores_gemma":[0.01028275,0.001621138,0.002424768,0.01643138,0.001264182,0.008501149,0.004306815,0.00260658,0.7844178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004320621,"about_ca_system_score_gemma":0.007597995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01761266,"about_ca_topic_score_gemma":0.01580265,"domain_scores_codex":[0.997636,0.0001583924,0.0003600953,0.0003601472,0.001178862,0.0003066149],"domain_scores_gemma":[0.9924276,0.00112942,0.000374675,0.0006487691,0.004659554,0.0007599795],"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":[0.00005263516,0.00002599826,0.0001032681,0.001915093,0.00001511112,0.00009448712,0.00003039508,0.00003405396,0.0002070916,0.001682245,0.9828388,0.0130009],"study_design_scores_gemma":[0.00005714448,0.00001761174,0.0008201115,0.0006917726,0.00001822444,0.0001417211,0.00004279524,0.00003019778,0.0002045322,0.001072975,0.9968829,0.00002010359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005012686,0.005878139,0.001114565,0.005004265,0.03125761,0.0006856533,0.4546903,0.002906727,0.4979615],"genre_scores_gemma":[0.006010349,0.009221811,0.003213959,0.004097424,0.006375496,0.001026735,0.4591798,0.003340347,0.5075341],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09180486,"threshold_uncertainty_score":0.1309484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192111952404778,"score_gpt":0.2324034410763701,"score_spread":0.2104823215523223,"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."}}