{"id":"W2353984148","doi":"","title":"Study on Design Considerations to Prevent Bird Collisions with Glass","year":2013,"lang":"en","type":"article","venue":"Journal of the Korean Institute of Rural Architecture","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Collision; Window (computing); Geography; Engineering; Architectural engineering; Computer science; Computer security","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":[0.002686042,0.0006641146,0.0003146068,0.001010986,0.0006120871,0.001102854,0.001008541,0.0008251372,0.005271623],"category_scores_gemma":[0.008982177,0.0003645319,0.0006088968,0.0003829596,0.0003237481,0.0009896344,0.0003492364,0.0005298036,0.0008630176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006442,"about_ca_system_score_gemma":0.001556681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003543587,"about_ca_topic_score_gemma":0.007622133,"domain_scores_codex":[0.9972248,0.001215065,0.00017803,0.00015941,0.001036042,0.0001866123],"domain_scores_gemma":[0.9933231,0.002585679,0.0006087691,0.0002716642,0.002994346,0.0002164186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002551296,0.001874125,0.04002244,0.008622915,0.0002798221,0.001920042,0.005747398,0.04655731,0.1654177,0.01411061,0.01502082,0.6978756],"study_design_scores_gemma":[0.001094598,0.04966114,0.09963865,0.004597321,0.002863722,0.00332266,0.02673055,0.1275833,0.2026995,0.009715113,0.4715649,0.0005286186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7247214,0.01202585,0.1824245,0.003308303,0.0009811302,0.003362062,0.0002969657,0.0008089085,0.07207074],"genre_scores_gemma":[0.8321832,0.004727833,0.1450449,0.0005799205,0.0001032,0.0006201413,0.0001994507,0.0001164909,0.01642488],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005271623,"threshold_uncertainty_score":0.01763529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492056628110278,"score_gpt":0.2329104155471217,"score_spread":0.217989849266019,"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."}}