{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007501325,0.001085933,0.001176188,0.0006097337,0.00008513234,0.0001308712,0.001144523,0.001725652,0.0408374],"category_scores_gemma":[0.0001194158,0.001064615,0.0002645879,0.00111126,0.0002582073,0.00008442067,0.0003585417,0.001287269,0.2542496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003566012,"about_ca_system_score_gemma":0.0003123178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003882925,"about_ca_topic_score_gemma":0.00134228,"domain_scores_codex":[0.9956403,0.0002385263,0.0005290236,0.001108069,0.001153328,0.001330772],"domain_scores_gemma":[0.9965301,0.00006935476,0.000494207,0.002132511,0.0001478183,0.0006259683],"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":[0.0000497761,0.00009503504,0.00007378479,0.00004849841,0.0002912548,0.0001033581,0.00007018931,0.0001378804,0.000006386074,0.0001743172,0.9955635,0.003386005],"study_design_scores_gemma":[0.0008688558,0.00004652067,0.00003541441,0.0007974882,0.0002045937,0.00002574997,0.00001745634,0.000299391,0.00000278896,0.0003426585,0.9961513,0.001207791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001401309,0.01473276,0.0001874952,0.00005830906,0.003205752,0.0008332576,0.0006285027,0.003494102,0.9768458],"genre_scores_gemma":[0.000186089,0.0001607411,0.001729291,0.0002375141,0.008510265,0.00007234038,0.001506457,0.006933853,0.9806635],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2134122,"threshold_uncertainty_score":0.9995703,"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."}}