{"id":"W2997871443","doi":"10.23640/07243.10299503.v1","title":"ORCID-Poster.pdf","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.002750302,0.001133008,0.001373396,0.002046158,0.002051034,0.005283431,0.002584878,0.002330332,0.9181097],"category_scores_gemma":[0.01945708,0.000383961,0.0007490077,0.00164502,0.0006936586,0.001884871,0.002672996,0.00225456,0.7425716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00314141,"about_ca_system_score_gemma":0.006856559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012446,"about_ca_topic_score_gemma":0.02221133,"domain_scores_codex":[0.9976926,0.0002734323,0.0001284698,0.0002805204,0.001282805,0.00034223],"domain_scores_gemma":[0.977702,0.001443219,0.0005056554,0.001043933,0.01293014,0.006374994],"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":[0.00002084838,0.000009164776,0.00002769575,0.00006816074,0.00000105493,0.00001854025,0.000006309543,0.000007547372,0.00003560969,0.0002652998,0.9877122,0.01182762],"study_design_scores_gemma":[0.00002370035,0.00001431828,0.0001687147,0.0001400664,0.000004110617,0.00004831529,0.00004871342,0.00004246478,0.00009095295,0.0003032294,0.9991097,0.000005616907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005530524,0.004053952,0.002122988,0.04609291,0.09841425,0.001603094,0.03521682,0.002576646,0.8093663],"genre_scores_gemma":[0.00447479,0.00295387,0.001554843,0.009499888,0.01039117,0.0005514049,0.01243249,0.001128595,0.957013],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08189029,"threshold_uncertainty_score":0.1168066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283028159175165,"score_gpt":0.3996546508002371,"score_spread":0.2713518348827206,"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."}}