{"id":"W6926652758","doi":"10.23640/07243.7083455.v1","title":"ORCID US Community Showcase","year":2018,"lang":"en","type":"other","venue":"Figshare","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Work (physics)","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":[0.001779426,0.0007836329,0.0004678308,0.001014676,0.003108605,0.00423669,0.001103299,0.002357213,0.8223879],"category_scores_gemma":[0.006855693,0.0003079653,0.0006790733,0.0007868261,0.0006519436,0.00287196,0.004655397,0.002564076,0.5340233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001297517,"about_ca_system_score_gemma":0.002567707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005986808,"about_ca_topic_score_gemma":0.02037362,"domain_scores_codex":[0.9989827,0.000192576,0.00002272384,0.00008263521,0.0004260628,0.0002931732],"domain_scores_gemma":[0.9953406,0.0003892146,0.0001431509,0.000264637,0.00143338,0.002429179],"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":[0.000009183943,0.000005470062,0.00001405971,0.000008296961,2.446922e-7,0.00001029499,0.000005123527,0.00000160004,0.00001046828,0.0001697411,0.9965233,0.0032424],"study_design_scores_gemma":[0.000006733924,0.00000679098,0.0001028038,0.0000266719,6.305984e-7,0.00002981789,0.00006795486,0.00001006095,0.000027124,0.0001422058,0.9995762,0.000003109614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000554594,0.001048862,0.0003782281,0.02234538,0.0233121,0.0001355115,0.003060729,0.002106913,0.9470577],"genre_scores_gemma":[0.003100495,0.000497186,0.0003083775,0.006923915,0.001895913,0.00007718898,0.001803609,0.0007854559,0.9846079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8223879,"threshold_uncertainty_score":0.2533422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08725093549612517,"score_gpt":0.3422458804829469,"score_spread":0.2549949449868217,"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."}}