{"id":"W6906633395","doi":"10.17616/r3zs6p","title":"NARSTO","year":2014,"lang":"en","type":"other","venue":"Registry of Research Repositories","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air quality index; Quality (philosophy); Atmospheric research; Data center; Data quality; Center (category theory); 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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002018388,0.0003861724,0.0007843188,0.0009582578,0.0001738054,0.0001508205,0.001401142,0.0008112738,0.0007191192],"category_scores_gemma":[0.0022742,0.0003640791,0.0002035431,0.0009489833,0.002561509,0.00005321018,0.0003954355,0.001152445,0.00243707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002306233,"about_ca_system_score_gemma":0.000555097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002811706,"about_ca_topic_score_gemma":0.0001918458,"domain_scores_codex":[0.9939978,0.0007354425,0.0004869074,0.000772552,0.003157965,0.0008493084],"domain_scores_gemma":[0.9950699,0.0004367893,0.000623296,0.002878865,0.0007111937,0.0002799812],"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":[0.00007164844,0.00006464688,0.000836252,0.001325816,0.0001867428,0.000115162,0.00007178675,3.497301e-7,0.004202578,0.002688782,0.9901617,0.000274579],"study_design_scores_gemma":[0.0001560685,0.0001600497,0.00004872337,0.001620933,0.00002274363,0.00006503653,0.0001299489,0.000001782956,0.008516734,0.0002171317,0.9887615,0.0002993561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001320851,0.005168576,0.00003255346,0.0001064163,0.001049764,0.0004956597,0.0001490871,0.0005749556,0.9922909],"genre_scores_gemma":[0.003503657,0.0001620048,0.001306095,0.000001890494,0.004262799,0.00006411445,0.00006076249,0.001617968,0.9890207],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005006572,"threshold_uncertainty_score":0.9998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05251737003941094,"score_gpt":0.3985795579963669,"score_spread":0.3460621879569559,"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."}}