{"id":"W2597556205","doi":"","title":"D6.3 Intermediate system evaluation results","year":2014,"lang":"en","type":"article","venue":"RiuNet (Politechnical University of Valencia)","topic":"Engineering Applied Research","field":"Engineering","cited_by":1,"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009442213,0.0001268447,0.0002194075,0.0001892626,0.00004609416,0.000007816077,0.0003894798,0.0001714739,0.00002089602],"category_scores_gemma":[0.0001279239,0.0001540282,0.00008359934,0.0002615287,0.0001001702,0.00007186234,0.0000930096,0.000280749,0.00008183515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003383518,"about_ca_system_score_gemma":0.00003115692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005404328,"about_ca_topic_score_gemma":0.00002500103,"domain_scores_codex":[0.9987521,0.00006960744,0.0002016388,0.0002078952,0.000474492,0.0002942628],"domain_scores_gemma":[0.9991298,0.0001540236,0.00004293038,0.0004124941,0.0001202211,0.0001405181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000553204,0.0003462743,0.0007594101,0.005711735,0.0005649051,0.00008468869,0.002777905,0.7058764,0.08170045,0.06070872,0.03416615,0.1067502],"study_design_scores_gemma":[0.00175991,0.0001414698,0.01266268,0.0002993849,0.00009146713,0.00000918488,0.0004006738,0.9716616,0.004059708,0.0002120129,0.008322352,0.0003795945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8618231,0.0001482217,0.05603116,0.00009925161,0.0003725724,0.000647133,0.0001279825,0.00209349,0.07865711],"genre_scores_gemma":[0.9979529,0.00003373237,0.001786697,0.000002685611,0.00006520148,9.96677e-7,0.000024779,0.00002043204,0.0001125196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2657852,"threshold_uncertainty_score":0.6281088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148417364715337,"score_gpt":0.2038439297918534,"score_spread":0.1923597561447,"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."}}