{"id":"W2895610992","doi":"10.15273/pnsis.v49i1.6989","title":"BIO Voyage of Discovery Book Ad","year":2017,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001342892,0.0009227282,0.0009662598,0.002665276,0.002376488,0.008315003,0.001206451,0.002217303,0.3457525],"category_scores_gemma":[0.003817024,0.000612383,0.0006366467,0.001938765,0.0009351163,0.002414848,0.00178458,0.003571773,0.2197975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004490511,"about_ca_system_score_gemma":0.005048757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02450404,"about_ca_topic_score_gemma":0.05447036,"domain_scores_codex":[0.9988505,0.00008690891,0.00002588475,0.0001303624,0.00075011,0.0001562255],"domain_scores_gemma":[0.9974577,0.0003462347,0.00007540292,0.0003247884,0.001100421,0.0006953889],"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":[0.00002931677,0.000005965381,0.00002621008,0.00004284944,0.000001948456,0.00002292728,0.000007956774,0.00002134535,0.0001618468,0.001993518,0.9723779,0.02530815],"study_design_scores_gemma":[0.000003928742,0.000005027537,0.00008483532,0.00002405641,0.000001101918,0.00002501376,0.000007442628,0.00001917729,0.00004264604,0.0004271373,0.9993576,0.000002046342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000634966,0.03106948,0.001759836,0.02106903,0.0663029,0.0001394016,0.002129436,0.002055952,0.8748391],"genre_scores_gemma":[0.00134074,0.003380955,0.0003142433,0.002477085,0.002165491,0.00002390796,0.0005663492,0.0002656199,0.9894655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6542475,"threshold_uncertainty_score":0.9332047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578870878557663,"score_gpt":0.2944519084698611,"score_spread":0.2686631996842844,"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."}}