{"id":"W7099871876","doi":"","title":"Author manuscript, published in "Ambiances in action / Ambiances en acte(s)- International Congress on Ambiances, Montreal 2012, Montreal: Canada (2012)" Ecology and the aesthetics of heat","year":2012,"lang":"en","type":"article","venue":"","topic":"Medieval European History and Architecture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Clothing; Argument (complex analysis); Civilization; Field (mathematics); Everyday Aesthetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001218564,0.0007515337,0.0007475078,0.0009562743,0.003482445,0.007473794,0.0008045089,0.001341545,0.4133499],"category_scores_gemma":[0.005351529,0.0003804807,0.0003804998,0.002100182,0.00190519,0.002443322,0.001457751,0.001758092,0.1121248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003075918,"about_ca_system_score_gemma":0.004203433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06988388,"about_ca_topic_score_gemma":0.1986597,"domain_scores_codex":[0.9994468,0.00009410868,0.00003896229,0.0001157749,0.0002279776,0.00007645634],"domain_scores_gemma":[0.9979913,0.0003307193,0.0000558184,0.0001669531,0.001183024,0.0002721655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003375477,0.00001297391,0.0003764868,0.0001714313,0.000009319515,0.00006310968,0.000592578,0.00005713111,0.0001717491,0.01188609,0.9511711,0.03545431],"study_design_scores_gemma":[0.000003508366,0.00000507067,0.0008132294,0.0001316238,0.000002698686,0.00004543609,0.0004165082,0.00002973107,0.00007986376,0.0008979135,0.9975691,0.000005344648],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002293015,0.02330292,0.002260798,0.04296213,0.0677809,0.0000974371,0.005106142,0.0006304667,0.8555663],"genre_scores_gemma":[0.01292031,0.00523505,0.0009202044,0.001219125,0.001569917,0.00003377172,0.0007128187,0.0004185211,0.9769703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9301161,"threshold_uncertainty_score":0.8367852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179473821982485,"score_gpt":0.2461887937547424,"score_spread":0.2043940555349175,"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."}}