{"id":"W6931213703","doi":"10.5281/zenodo.3541321","title":"NPA_ref7943","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Tubercle; Bacilli; Atlas (anatomy); Isolation (microbiology); Pigment","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":[0.001145457,0.002269338,0.00383055,0.01218826,0.004944494,0.01016659,0.00480527,0.005353888,0.9269166],"category_scores_gemma":[0.007843148,0.001913642,0.00234029,0.01535938,0.001335915,0.008105583,0.004267254,0.002687928,0.8596606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004295964,"about_ca_system_score_gemma":0.006713736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0159735,"about_ca_topic_score_gemma":0.01343196,"domain_scores_codex":[0.9980094,0.0001187487,0.0002561307,0.0003482218,0.0009914725,0.0002760284],"domain_scores_gemma":[0.9939494,0.000769819,0.0002725238,0.0005556644,0.003562201,0.0008903685],"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":[0.0000524957,0.00003209867,0.00008512934,0.001422755,0.00001238467,0.00009378885,0.00002342846,0.00003728962,0.000299942,0.001403722,0.9839755,0.01256133],"study_design_scores_gemma":[0.00005825461,0.00001882072,0.0008459894,0.0005156075,0.0000142448,0.0001229635,0.00003456093,0.0000308632,0.0002351042,0.0008904953,0.997212,0.00002095397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004270968,0.004582058,0.001015187,0.003927125,0.03379554,0.0006792647,0.4028077,0.003574181,0.549192],"genre_scores_gemma":[0.004660547,0.0059739,0.002250288,0.003109292,0.005393103,0.0007643216,0.4369876,0.002886585,0.5379742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0730834,"threshold_uncertainty_score":0.1042445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426425872755884,"score_gpt":0.2132657669807983,"score_spread":0.1990015082532395,"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."}}