{"id":"W6931477091","doi":"10.5281/zenodo.7882833","title":"Houses are usually built from types of material that can easily be made or bought near the place where the house is built. Because of this, old houses in different towns and different villages look quite different to each other, even in the same country. In modern times building materials can be transported easily and this means that a builder has much more choice about the types of material to use for a house.","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fluid dynamics and aerodynamics studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clothing; Doors; Quarter (Canadian coin); Demolition","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003754424,0.0005479296,0.0008337273,0.0002778448,0.0003893382,0.0006966037,0.001131597,0.0001948224,0.0004567129],"category_scores_gemma":[0.000185601,0.0003013638,0.00007135282,0.000314345,0.0003775612,0.00007831515,0.0005844983,0.000259174,0.000002178513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001363102,"about_ca_system_score_gemma":0.00001574073,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01703269,"about_ca_topic_score_gemma":0.03688809,"domain_scores_codex":[0.9974963,0.0003598129,0.0005725892,0.0005276276,0.0005475677,0.0004961012],"domain_scores_gemma":[0.9985142,0.0003236446,0.0002648283,0.0007140508,0.0001019943,0.00008133434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.007847114,0.001960756,0.03363902,0.00867288,0.005219064,0.00009916037,0.4081987,0.01530394,0.2920989,0.001437364,0.2214322,0.004090848],"study_design_scores_gemma":[0.01087345,0.001978922,0.7226446,0.01197098,0.00162962,0.00005482019,0.01657253,0.01503435,0.03497217,0.0003521218,0.1795193,0.004397128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779912,0.0004115615,0.00007085186,0.00203579,0.0001657808,0.002100622,0.01689056,0.0002934663,0.00004017349],"genre_scores_gemma":[0.9933263,0.002224655,0.0000463551,0.0002191044,0.0001051946,0.00001063714,0.0001862212,0.002976639,0.0009048666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6890056,"threshold_uncertainty_score":0.9999439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04003726344502161,"score_gpt":0.2460548145305275,"score_spread":0.2060175510855059,"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."}}