{"id":"W6931501458","doi":"10.5281/zenodo.7187307","title":"fcomitani/simpsom: v2.0.2","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Set (abstract data type); Relation (database); Context (archaeology); Clearing","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":[0.001773885,0.005707539,0.002521281,0.002925988,0.001329468,0.005726642,0.007688869,0.002627473,0.508573],"category_scores_gemma":[0.007267166,0.003673428,0.00380666,0.002730695,0.0008182107,0.004451815,0.004337356,0.004130991,0.4895324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00174077,"about_ca_system_score_gemma":0.001552808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009632551,"about_ca_topic_score_gemma":0.006199291,"domain_scores_codex":[0.9989364,0.00009989952,0.00007351868,0.0002692168,0.0003746484,0.000246406],"domain_scores_gemma":[0.9985458,0.0003478354,0.00007547531,0.0004099967,0.0004869171,0.0001339627],"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":[0.000185557,0.000017034,0.0004946994,0.0004240834,0.00007788725,0.0000645229,0.0001041296,0.0007023982,0.0009539697,0.001732848,0.9759101,0.01933283],"study_design_scores_gemma":[0.0001939744,0.00003196998,0.001126348,0.0001958733,0.00006785739,0.0002417561,0.00005371854,0.007285172,0.01294462,0.005900314,0.9718012,0.0001572383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005804194,0.0002690444,0.04142508,0.0001960725,0.000343016,0.00006684983,0.05397093,0.8860111,0.01713757],"genre_scores_gemma":[0.008205961,0.000286418,0.02899787,0.0004835593,0.0001427182,0.0003041357,0.1233343,0.8189386,0.01930645],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.508573,"threshold_uncertainty_score":0.700961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290429325863989,"score_gpt":0.2550304110290805,"score_spread":0.2259874784426816,"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."}}