{"id":"W7096459140","doi":"","title":"Canadian Survey of Low Slope Roofs: Profile of Roof","year":2007,"lang":"en","type":"article","venue":"","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roof; Population; Asphalt; Building envelope; Flat roof; Asset (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":[0.0003225454,0.0002340711,0.0001767212,0.002178441,0.001807215,0.0005229192,0.0006192217,0.0001336404,0.002747484],"category_scores_gemma":[0.001017414,0.0002441867,0.0001828944,0.004022339,0.0003935758,0.0001972224,0.0006961006,0.0002991029,0.0004134867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008121566,"about_ca_system_score_gemma":0.007796794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9859921,"about_ca_topic_score_gemma":0.9968035,"domain_scores_codex":[0.9993804,0.00002639385,0.00002151216,0.00005941619,0.0003627465,0.0001495299],"domain_scores_gemma":[0.9984882,0.00003780692,0.0002469613,0.00004162388,0.0009344329,0.000250967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003450774,0.00001948284,0.9694732,0.0001072661,0.00002700115,0.0001180792,0.002754316,0.0001307497,0.001793223,0.000164212,0.005779401,0.0195986],"study_design_scores_gemma":[4.796252e-7,0.000006554427,0.9963158,0.00001149407,0.000003013106,0.00003365297,0.001195365,0.00004175434,0.00008678573,0.000005900056,0.002295245,0.000003957501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742419,0.0005866555,0.0003802202,0.0001464388,0.000008121356,0.00006906556,0.01672678,0.00003835556,0.00780259],"genre_scores_gemma":[0.9873477,0.000722548,0.0006732965,0.00005890562,0.000003149857,0.00002752288,0.007493675,0.00001160795,0.003661557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01400787,"threshold_uncertainty_score":0.05892634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02017741231178467,"score_gpt":0.2782293380727077,"score_spread":0.2580519257609231,"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."}}