{"id":"W4393888799","doi":"10.5281/zenodo.8104864","title":"Supplementary Materials for: Lost Loops: 19th century thermosiphon ventilation and its potential for heat recovery in buildings today","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Thermosiphon; Ventilation (architecture); Late 19th century; Architectural engineering; Environmental science; Forensic engineering; Engineering; Art; Mechanical engineering; Heat exchanger; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007425262,0.002178401,0.001083685,0.002790741,0.0008874502,0.002364064,0.002572554,0.00299487,0.09260657],"category_scores_gemma":[0.004704126,0.0005724039,0.001307215,0.003899052,0.0005412509,0.001379955,0.002020603,0.001582071,0.09638032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001714088,"about_ca_system_score_gemma":0.001555014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03105563,"about_ca_topic_score_gemma":0.0851731,"domain_scores_codex":[0.9993241,0.0001109505,0.00007700012,0.0001892958,0.000169665,0.0001290613],"domain_scores_gemma":[0.9984125,0.0004855619,0.0001730114,0.00038305,0.0004141709,0.0001315762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007468731,0.00003801229,0.001778563,0.001460508,0.0000337834,0.00004829189,0.00004611443,0.0009348477,0.0002188984,0.001082497,0.9901015,0.004182264],"study_design_scores_gemma":[0.0002820143,0.00002350474,0.006525423,0.0006817899,0.0000279172,0.0001004005,0.0001803546,0.001384485,0.0004827841,0.003187742,0.9870871,0.00003642055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002347418,0.0001317203,0.0001190672,0.00008694678,0.00003523913,0.00001457427,0.9982942,0.0003335781,0.0007498899],"genre_scores_gemma":[0.000786073,0.00008527544,0.0006744814,0.00006899404,0.00001333275,0.00009611816,0.99744,0.00007603892,0.0007597253],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09260657,"threshold_uncertainty_score":0.3097998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04070254969589399,"score_gpt":0.2531017564999704,"score_spread":0.2123992068040764,"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."}}