{"id":"W6949707187","doi":"10.5281/zenodo.3984191","title":"seancarmody/ngramr: CRAN","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Advanced Image and Video Retrieval Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Future Earth","funders":"","keywords":"Process (computing); Work (physics); Component (thermodynamics); Term (time)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001733209,0.003543798,0.001954071,0.001714695,0.001183376,0.003581624,0.008112329,0.002673956,0.4215048],"category_scores_gemma":[0.005268314,0.002363482,0.002032747,0.002231941,0.001096758,0.004095564,0.002822198,0.004101844,0.4242793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999171,"about_ca_system_score_gemma":0.001740135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701989,"about_ca_topic_score_gemma":0.01283958,"domain_scores_codex":[0.9984353,0.0001940372,0.00009606125,0.0003737054,0.0007001643,0.000200725],"domain_scores_gemma":[0.9971396,0.0004095526,0.00009253306,0.001300491,0.0008663983,0.0001914344],"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":[0.0005394016,0.00005946722,0.0003373323,0.0004453517,0.00006436437,0.0001794898,0.00007164269,0.001334454,0.003594752,0.006806295,0.9352359,0.05133142],"study_design_scores_gemma":[0.0004223227,0.00008478638,0.0005911843,0.0001206117,0.00005077817,0.0003208437,0.00003187164,0.01281355,0.01681565,0.005857628,0.9627701,0.0001205704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003289408,0.000567669,0.08306773,0.0008625582,0.001516248,0.0002419212,0.04485807,0.7448106,0.1207858],"genre_scores_gemma":[0.03479049,0.0006359178,0.07545779,0.0008230997,0.0004675068,0.0003079279,0.2053478,0.4677239,0.2144456],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4215048,"threshold_uncertainty_score":0.8251532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0337989556007776,"score_gpt":0.2633488699614724,"score_spread":0.2295499143606948,"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."}}