{"id":"W6902023965","doi":"10.6084/m9.figshare.11438574","title":"Talk at NeurIPS Retrospectives (Vancouver, Canada) - How I Fail in Writing Papers","year":2019,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Term (time); Documentation; Exposition (narrative); Key (lock)","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004999236,0.0008490365,0.0005887485,0.00154413,0.008939864,0.0125278,0.001325584,0.001881493,0.4026335],"category_scores_gemma":[0.0118056,0.0005298965,0.0005501529,0.00137322,0.001952103,0.0040579,0.006035278,0.003620352,0.2586029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008544969,"about_ca_system_score_gemma":0.007798164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06325208,"about_ca_topic_score_gemma":0.1841513,"domain_scores_codex":[0.9975005,0.000479312,0.00006773761,0.0002929376,0.001194394,0.0004651914],"domain_scores_gemma":[0.9927219,0.0009335675,0.0002050556,0.0004715295,0.002703796,0.002964151],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002371754,0.000003877351,0.00005595595,0.00002638785,0.000001365176,0.00002856247,0.000359577,0.00001093958,0.00008381914,0.00103698,0.9923678,0.00600096],"study_design_scores_gemma":[0.000002787614,0.000002623681,0.0001309678,0.00004258563,9.819503e-7,0.00002047381,0.0005454734,0.000006733574,0.00006305055,0.0002433818,0.9989352,0.000005727116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004128953,0.006924934,0.003160479,0.08921233,0.05672567,0.0003011672,0.01449417,0.006674669,0.8183776],"genre_scores_gemma":[0.007688278,0.001029911,0.000729696,0.003455176,0.002397868,0.00007176764,0.002625186,0.002292298,0.9797097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9950008,"threshold_uncertainty_score":0.8520708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01572245605905712,"score_gpt":0.2445630450071476,"score_spread":0.2288405889480905,"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."}}