{"id":"W2261338876","doi":"","title":"ENIQ 2nd Pilot Study - Summary and Conclusions","year":2006,"lang":"en","type":"other","venue":"Joint Research Centre (European Commission)","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":0,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001136371,0.0003729743,0.0003849095,0.0004766032,0.0002878428,0.0001918291,0.0003366079,0.00008158309,0.001405665],"category_scores_gemma":[0.000177073,0.0003191194,0.0000496273,0.0002709537,0.0001216928,0.00004955837,0.0005822683,0.001102516,0.0003093799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237866,"about_ca_system_score_gemma":0.00005106925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003835581,"about_ca_topic_score_gemma":0.0002749701,"domain_scores_codex":[0.9970095,0.0007004836,0.0003803661,0.0004698645,0.0008147201,0.0006250442],"domain_scores_gemma":[0.9986773,0.0001735974,0.00006613426,0.0006221129,0.0001012424,0.0003595753],"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":[0.000008608387,0.0003962607,0.0001707285,0.0001724687,0.00006104075,0.0002126821,0.00008803134,0.00004606531,0.001809312,0.00008894395,0.9914474,0.005498446],"study_design_scores_gemma":[0.0007184375,0.0003643279,0.001739554,0.0006630669,0.00003107399,0.000007653864,0.0002244778,0.001336528,0.00005617839,0.00005822316,0.9943928,0.0004076795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008067521,0.001868134,0.0002495906,0.0001657701,0.0003204907,0.001154504,0.00008535675,0.0005937914,0.9947556],"genre_scores_gemma":[0.1962079,0.0009860786,0.0004577551,0.00001493493,0.000816102,0.00001180785,0.0001803008,0.0009665787,0.8003586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1954011,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04603239162792991,"score_gpt":0.2767863083058976,"score_spread":0.2307539166779677,"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."}}