{"id":"W6966518505","doi":"10.4224/40002728","title":"Datacite metadata creation tools","year":2013,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Institut du Savoir Montfort","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009649064,0.001751333,0.001598004,0.01424678,0.003934419,0.01333198,0.005642717,0.002874162,0.5982333],"category_scores_gemma":[0.06505674,0.001801177,0.001583945,0.01158358,0.001810414,0.01322232,0.01288833,0.003361535,0.5387663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800492,"about_ca_system_score_gemma":0.01066414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009781456,"about_ca_topic_score_gemma":0.01821666,"domain_scores_codex":[0.9913983,0.001393177,0.0008326349,0.0008914044,0.004768381,0.0007161584],"domain_scores_gemma":[0.9418561,0.01003932,0.001584246,0.02246491,0.02021337,0.003841995],"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":[0.00002876762,0.00002157238,0.0001664965,0.0002117916,0.000007846591,0.00003191458,0.00008602533,0.0000303183,0.0002315355,0.004372731,0.9697398,0.02507124],"study_design_scores_gemma":[0.00001421651,0.000003539292,0.0002425154,0.0001107655,0.000006617081,0.00003283047,0.0000760135,0.0001588751,0.0006412276,0.002822409,0.9958702,0.00002082273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001244104,0.0004728548,0.02751804,0.006355094,0.003464329,0.001147706,0.2099689,0.0743202,0.6755087],"genre_scores_gemma":[0.007579134,0.0009357423,0.03111258,0.001380954,0.0008257299,0.001207465,0.2901579,0.06723863,0.5995618],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5982333,"threshold_uncertainty_score":0.5730715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04727406934924311,"score_gpt":0.2905078839646163,"score_spread":0.2432338146153732,"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."}}