{"id":"W6945038763","doi":"10.23640/07243.7249991.v1","title":"Blog: Streamlining Faculty Reporting: ORCID and Digital Measures","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Single-cell and spatial transcriptomics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital era; Information system; Work (physics); 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":[0.00554518,0.0005563834,0.0004579786,0.002184488,0.003295055,0.008417876,0.001478255,0.002464371,0.3821096],"category_scores_gemma":[0.03847637,0.0003808331,0.0003914249,0.002389577,0.001691551,0.006424738,0.003286057,0.003052373,0.1482515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002528755,"about_ca_system_score_gemma":0.004095905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005344267,"about_ca_topic_score_gemma":0.01816382,"domain_scores_codex":[0.9975647,0.0004420966,0.0001423962,0.0001618148,0.001372971,0.0003162119],"domain_scores_gemma":[0.9681464,0.01181691,0.002090596,0.003414988,0.008329109,0.006202042],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001657418,0.00001124542,0.0001049033,0.00003133658,8.553763e-7,0.000015873,0.00007277347,0.000006413585,0.00009079558,0.0008530566,0.9791726,0.01962358],"study_design_scores_gemma":[0.00001516183,0.000022561,0.0006056633,0.00004342692,0.000002494187,0.00002460745,0.0002198536,0.00004155393,0.0001756738,0.0004755019,0.9983599,0.0000136747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004394563,0.001726895,0.005161008,0.2360594,0.08539567,0.0005083304,0.01266424,0.02573482,0.6283551],"genre_scores_gemma":[0.0194161,0.001555815,0.006215402,0.03905475,0.01909437,0.0002572358,0.006519652,0.007039568,0.9008471],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9944548,"threshold_uncertainty_score":0.8813456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08419784869314571,"score_gpt":0.2966118562786274,"score_spread":0.2124140075854816,"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."}}