{"id":"W2964351545","doi":"10.6084/m9.figshare.c.4578845.v6","title":"NeuroDataScience - Course 2019","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Engineering","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":[0.001284558,0.0009481492,0.0006941682,0.001827913,0.0028427,0.006340736,0.001924579,0.002075153,0.9220853],"category_scores_gemma":[0.005443301,0.0005288863,0.0006150356,0.002029055,0.0005740161,0.002983264,0.002604437,0.001897267,0.7813072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004190963,"about_ca_system_score_gemma":0.006093786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03771514,"about_ca_topic_score_gemma":0.1122398,"domain_scores_codex":[0.9992213,0.00008378484,0.00002675864,0.0001071117,0.0003711672,0.0001898121],"domain_scores_gemma":[0.9954032,0.0005156575,0.0001293728,0.0003053804,0.001823569,0.001822804],"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":[0.0000123149,0.00001124529,0.00003437476,0.00001670612,4.789688e-7,0.000008255166,0.00000994044,0.00001100041,0.00003259003,0.000569641,0.9910431,0.008250347],"study_design_scores_gemma":[0.00001392844,0.00001056225,0.0004300322,0.00003384367,9.050871e-7,0.00001667421,0.00003040064,0.00003521589,0.00008844041,0.0008427981,0.9984914,0.000005779802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006316563,0.0003441291,0.001307855,0.00887599,0.0032209,0.0002473144,0.03415276,0.005559824,0.9456598],"genre_scores_gemma":[0.001369497,0.0001276305,0.0003623126,0.0008514427,0.0002704893,0.000061919,0.007115699,0.0009157605,0.9889253],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9220853,"threshold_uncertainty_score":0.1111358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05569621573518103,"score_gpt":0.2997561283761988,"score_spread":0.2440599126410178,"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."}}