{"id":"W7002495588","doi":"","title":"11: James Thunder","year":2018,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thunder; Conversation; Pledge; Happening; Action (physics); Indigenous","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":[0.0006639507,0.000699009,0.0003027534,0.0006095612,0.006476397,0.003966292,0.0005816696,0.002460583,0.6538212],"category_scores_gemma":[0.002567701,0.0003134616,0.000339479,0.0003918617,0.0006664196,0.003544874,0.003634997,0.003211912,0.3900088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027683,"about_ca_system_score_gemma":0.001321922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009741112,"about_ca_topic_score_gemma":0.04855517,"domain_scores_codex":[0.999556,0.00006577979,0.00001100274,0.00007495528,0.0001389947,0.0001533463],"domain_scores_gemma":[0.9989576,0.00007875236,0.00002606935,0.00005216405,0.000248921,0.0006364544],"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":[0.00001440696,0.00001117977,0.0001167715,0.00001509409,5.658674e-7,0.0000956848,0.0002131413,0.000004886838,0.00006323993,0.001429548,0.9911481,0.006887424],"study_design_scores_gemma":[0.000002043406,0.000005939602,0.0002779466,0.0000267398,6.263907e-7,0.00006737595,0.0003709175,0.000009547398,0.00005391732,0.000238995,0.9989424,0.000003521787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001766516,0.0009332412,0.0005385298,0.01495382,0.01110617,0.0001021032,0.001663194,0.001628595,0.9673079],"genre_scores_gemma":[0.002368389,0.0001606717,0.0001111966,0.001456771,0.0003891385,0.00001825055,0.0002555649,0.0002658126,0.9949741],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3461788,"threshold_uncertainty_score":0.493782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004303345655592898,"score_gpt":0.1974015233018802,"score_spread":0.1930981776462873,"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."}}