{"id":"W3010689812","doi":"","title":"Seven-Oh-Seven","year":2020,"lang":"en","type":"article","venue":"Ars Medica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","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":[0.000676583,0.0008974399,0.0006549684,0.001459685,0.001073918,0.001490283,0.001272117,0.002192326,0.6319472],"category_scores_gemma":[0.002315014,0.0003156508,0.001034471,0.0005370749,0.000693864,0.00134743,0.00209053,0.002018032,0.3723335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004942505,"about_ca_system_score_gemma":0.001186732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000704405,"about_ca_topic_score_gemma":0.001479477,"domain_scores_codex":[0.9992586,0.0001181579,0.00004473796,0.00009848092,0.0002801487,0.0001998636],"domain_scores_gemma":[0.9986655,0.0001620654,0.00007097174,0.0001911041,0.0003231999,0.0005872018],"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":[0.0009612718,0.0003614913,0.0008019771,0.000822177,0.00005420042,0.0005351304,0.00004456943,0.00006338848,0.002682782,0.0073303,0.5224359,0.4639067],"study_design_scores_gemma":[0.00008592063,0.0001473945,0.0003941187,0.0001467634,0.00001653891,0.0005978669,0.0000382111,0.00001387719,0.0006253834,0.00165729,0.9962645,0.00001209607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004232924,0.01364176,0.001957292,0.01100668,0.01797286,0.0003206958,0.004971535,0.002465012,0.9434314],"genre_scores_gemma":[0.0311426,0.007358218,0.00169251,0.01082617,0.001909526,0.000196678,0.004417181,0.000575065,0.9418821],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6319472,"threshold_uncertainty_score":0.5249826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02367277115138127,"score_gpt":0.2601095936917729,"score_spread":0.2364368225403916,"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."}}