{"id":"W7047740339","doi":"","title":"A GIS tool for accessing climate data relevant to building practitioners","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Context (archaeology); Geographic information system; Vulnerability (computing); Climate change; Information system; Geospatial analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002086074,0.00009677649,0.000104985,0.00005366461,0.00007367106,0.00005302837,0.0002690718,0.00003975276,0.00007938651],"category_scores_gemma":[0.0000586089,0.0000967435,0.00002285243,0.00007816266,0.000007525334,0.0004067133,0.0001176747,0.00006609058,0.00002912774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002648662,"about_ca_system_score_gemma":0.000008985688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008295431,"about_ca_topic_score_gemma":0.000007256339,"domain_scores_codex":[0.9993373,0.000004974496,0.000141193,0.0001898945,0.00005118873,0.000275459],"domain_scores_gemma":[0.999522,0.0000459363,0.00002288479,0.0003324033,0.00002117373,0.00005555302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003469774,0.00001671469,0.00001710457,0.0001251522,0.00002628428,0.00000526506,0.001006215,0.0003408986,0.9810311,0.0005809714,0.007391234,0.009424348],"study_design_scores_gemma":[0.0007671279,0.0001134404,0.0002256188,0.0003696868,0.0001055739,0.0000521515,0.0006999228,0.1575035,0.7393354,0.007306998,0.09264747,0.0008731557],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7017751,0.0001007972,0.282183,0.0001197284,0.0007272798,0.0008999367,0.0004398465,0.0005742409,0.01318003],"genre_scores_gemma":[0.7455015,0.00005861296,0.2540721,0.000103675,0.00008588746,0.00006270092,0.0000515697,0.0000376726,0.00002638827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2416957,"threshold_uncertainty_score":0.3945086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06078331729826303,"score_gpt":0.2944821034029259,"score_spread":0.2336987861046629,"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."}}