{"id":"W6950458481","doi":"10.5446/15537","title":"GeoNetwork Opensource - The Geospatial Metadata Catalogue","year":2013,"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; Context (archaeology); Implementation; Geospatial analysis; Geospatial metadata; Presentation (obstetrics); Software; Directive; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001159947,0.001644435,0.001624022,0.0004257102,0.0004010088,0.000956973,0.004545614,0.001594165,0.03554564],"category_scores_gemma":[0.0002195867,0.001164665,0.000502146,0.0010704,0.000718135,0.00044435,0.001665668,0.002306744,0.1436368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000224568,"about_ca_system_score_gemma":0.0002141121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02143808,"about_ca_topic_score_gemma":0.01451163,"domain_scores_codex":[0.9933105,0.0007367172,0.0009112868,0.001742389,0.001406839,0.001892254],"domain_scores_gemma":[0.9924836,0.0003750209,0.001007227,0.005532163,0.0001277921,0.0004741955],"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":[0.00004301832,0.0001048995,0.00006260053,0.00004615725,0.000903238,0.00005255979,0.0002020004,0.0003866837,0.00001111244,0.0005613639,0.9928367,0.004789663],"study_design_scores_gemma":[0.0008101353,0.00004405413,0.0002711688,0.000485953,0.0007127256,0.00005759681,0.0000731651,0.00158714,0.00001057829,0.00007933395,0.9944,0.00146819],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002431304,0.02656542,0.006815656,0.001044669,0.006658887,0.007497442,0.008375851,0.004131123,0.9386678],"genre_scores_gemma":[0.001119664,0.0003313714,0.001495479,0.0008023308,0.007793265,0.0004563192,0.01161824,0.005759351,0.970624],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1080912,"threshold_uncertainty_score":0.999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280755728682096,"score_gpt":0.2248791852325975,"score_spread":0.2120716279457765,"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."}}