{"id":"W7049236243","doi":"","title":"A New software tool for predicting skylight performance","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"Office of Energy Efficiency; Natural Resources Canada; National Research Council Canada; China Electronics Technology Group Corporation; Public Works and Government Services Canada","keywords":"Skylight; Software; Software tool; Computer software","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001229011,0.002132845,0.001067144,0.002897074,0.0006437525,0.001426712,0.001356558,0.0009328622,0.0118791],"category_scores_gemma":[0.007449649,0.0009617052,0.001178857,0.002128145,0.000264803,0.002136996,0.001058446,0.001280996,0.00459949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005106292,"about_ca_system_score_gemma":0.000981644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316476,"about_ca_topic_score_gemma":0.01252478,"domain_scores_codex":[0.9993469,0.00006781421,0.00007124227,0.0001441699,0.0003340798,0.00003581514],"domain_scores_gemma":[0.9971356,0.001443449,0.0003002898,0.0002283848,0.0007707761,0.0001215664],"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":[0.0008892646,0.0007188064,0.0503051,0.0007575871,0.0006596346,0.0003297105,0.0005339413,0.122071,0.01771718,0.004686536,0.0857901,0.715541],"study_design_scores_gemma":[0.0001362868,0.0002459331,0.01413019,0.00006144271,0.0001602758,0.0002456663,0.00008322812,0.9439731,0.0121186,0.003586202,0.02510305,0.0001560691],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.03305558,0.0002297277,0.7360535,0.0001408666,0.0001534131,0.0004351,0.009304364,0.215817,0.004810387],"genre_scores_gemma":[0.1810624,0.0003432457,0.7819981,0.0001529185,0.00008399059,0.001590856,0.01944403,0.006046856,0.009277617],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.01316476,"threshold_uncertainty_score":0.03973961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008766594012125088,"score_gpt":0.1995181332660592,"score_spread":0.1907515392539341,"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."}}