{"id":"W2217719890","doi":"","title":"Daytime Running Lights for Motorcycles -- an Idea and Research Proposal","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Daytime; European commission; Advertising; Aeronautics; Engineering; White (mutation); Transport engineering; Business; European union","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004916635,0.000713843,0.0005216261,0.00128492,0.002100935,0.008448275,0.002249578,0.007544984,0.02402708],"category_scores_gemma":[0.004227914,0.0003445504,0.001046369,0.001629641,0.002123618,0.008740859,0.001897539,0.003533684,0.008932377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278165,"about_ca_system_score_gemma":0.006805311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002366017,"about_ca_topic_score_gemma":0.002523327,"domain_scores_codex":[0.997973,0.0004542106,0.00008849571,0.0002985742,0.0008213451,0.00036433],"domain_scores_gemma":[0.9949414,0.001182405,0.0001315235,0.0002092003,0.002377005,0.001158388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003255484,0.00108243,0.001407325,0.001849817,0.0000262712,0.0004625989,0.001077212,0.000933048,0.002927451,0.2477249,0.2950995,0.4470839],"study_design_scores_gemma":[0.00008265731,0.0008358524,0.001217929,0.00115835,0.00003145646,0.0002800458,0.003967761,0.0008151121,0.00154084,0.03148263,0.9585254,0.00006199148],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"protocol","genre_scores_codex":[0.01671416,0.1147207,0.04769355,0.3758754,0.07002258,0.002384543,0.0008893,0.001130601,0.3705691],"genre_scores_gemma":[0.1657437,0.1634487,0.07079645,0.0551539,0.03264163,0.002969245,0.001312801,0.0004076595,0.5075259],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02402708,"threshold_uncertainty_score":0.08037859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.263695109685281,"score_gpt":0.5681548204650488,"score_spread":0.3044597107797679,"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."}}