{"id":"W6950477680","doi":"10.5446/32137","title":"GeoNetwork 3","year":2015,"lang":"en","type":"other","venue":"TIB KMO / FLOWWORKS GmbH","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadata; Implementation; Interface (matter); Presentation (obstetrics); Software; User interface; Linked data","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":[0.0008863592,0.001085499,0.000529848,0.002337623,0.001173438,0.004819334,0.002011688,0.001979787,0.3608032],"category_scores_gemma":[0.002805833,0.0004937692,0.0006661123,0.002173691,0.0005153076,0.003946846,0.004363857,0.00145462,0.2612271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160715,"about_ca_system_score_gemma":0.001608553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008343851,"about_ca_topic_score_gemma":0.01076569,"domain_scores_codex":[0.9991869,0.00009183212,0.00004606982,0.0001214904,0.00045322,0.0001003984],"domain_scores_gemma":[0.9991647,0.0001165365,0.00003021219,0.0002311723,0.000276757,0.0001805928],"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":[0.00009533779,0.00003640337,0.0003774471,0.0002343175,0.000009591894,0.0001896252,0.0001706084,0.0007985318,0.001643059,0.02648885,0.8556309,0.1143254],"study_design_scores_gemma":[0.000006215906,0.000003629829,0.0001087923,0.00002846963,0.000002016935,0.00006959841,0.00002589104,0.000461623,0.000419839,0.001597719,0.9972671,0.000009055826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.00226107,0.0007615883,0.07606226,0.002642078,0.00208333,0.0003324245,0.03163015,0.1142026,0.7700245],"genre_scores_gemma":[0.01714265,0.001597897,0.03325943,0.001351721,0.0005931957,0.0003953013,0.09414202,0.04490031,0.8066174],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.3608032,"threshold_uncertainty_score":0.9117367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01715431757606654,"score_gpt":0.2546299802183299,"score_spread":0.2374756626422634,"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."}}