{"id":"W7099660524","doi":"","title":"National Library of Canada to","year":2015,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000756173,0.001896842,0.002118821,0.00897116,0.007421713,0.008426381,0.003030719,0.00324061,0.8782218],"category_scores_gemma":[0.004433209,0.001111345,0.001413659,0.01070443,0.001744147,0.002363316,0.003175453,0.002140141,0.7802619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01843196,"about_ca_system_score_gemma":0.05751093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.86019,"about_ca_topic_score_gemma":0.9437061,"domain_scores_codex":[0.9985659,0.00005846972,0.00004960079,0.0002005444,0.0007920185,0.0003335883],"domain_scores_gemma":[0.9958029,0.0002536175,0.00008829748,0.0004211768,0.002807228,0.0006267827],"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":[0.00002360457,0.00002340534,0.0002192701,0.0001973599,0.000005109474,0.0000372,0.00006370743,0.00006228338,0.00009003693,0.00352485,0.9529389,0.04281432],"study_design_scores_gemma":[0.000006771695,0.000004269405,0.0006828778,0.0001523781,0.000006299887,0.00001411168,0.0001284712,0.00004345397,0.00006866075,0.0005101184,0.998373,0.000009548839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002772821,0.000861576,0.0002832975,0.001634506,0.0005877651,0.0001202273,0.02265627,0.001143998,0.9724351],"genre_scores_gemma":[0.0004181893,0.0005056892,0.0001636869,0.0002827393,0.00001508435,0.00002199656,0.003344242,0.0001801049,0.9950684],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.86019,"threshold_uncertainty_score":0.2812667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096104905676348,"score_gpt":0.1997659784373478,"score_spread":0.1788049293805843,"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."}}