{"id":"W6939926854","doi":"10.6084/m9.figshare.9249011","title":"Introduction to the neurodatascience course","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Focus (optics); Subject (documents); Exposition (narrative)","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":[],"category_scores_codex":[0.001211025,0.001486554,0.001088469,0.0017304,0.001546041,0.005830628,0.001612212,0.001811941,0.611021],"category_scores_gemma":[0.003829384,0.0006714346,0.001087361,0.001730686,0.0006819229,0.005120099,0.003731486,0.00369962,0.4815184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002343708,"about_ca_system_score_gemma":0.003783867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008536118,"about_ca_topic_score_gemma":0.0226369,"domain_scores_codex":[0.9993166,0.00007608462,0.00003893136,0.0001271622,0.000351419,0.00008975754],"domain_scores_gemma":[0.9973127,0.0004770732,0.00006943307,0.0002322732,0.001000535,0.0009078638],"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":[0.000009784682,0.00002557888,0.00005369569,0.00002843314,0.000001218662,0.00001577862,0.00002083463,0.00006160247,0.0001411497,0.003289398,0.9485311,0.04782137],"study_design_scores_gemma":[0.000006283077,0.00001167624,0.0003051114,0.00006188531,0.000001253454,0.00004274888,0.00003351043,0.0001500842,0.0001055856,0.006256365,0.9930168,0.000008726491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006807552,0.003390442,0.03338075,0.02427931,0.01316179,0.0003376254,0.009255121,0.01377013,0.9017439],"genre_scores_gemma":[0.001958844,0.002154423,0.01024701,0.003185387,0.003169316,0.0001606522,0.003675566,0.004359468,0.9710892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.611021,"threshold_uncertainty_score":0.5548313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822834181572654,"score_gpt":0.2224296406568661,"score_spread":0.2042012988411395,"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."}}