{"id":"W4226353621","doi":"10.54113/j.sust.2022.000012","title":"A review of tiny houses in North America: Market demand","year":2022,"lang":"en","type":"review","venue":"Sustainable Structures","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas University; University of New Brunswick","funders":"Qinglan Project of Jiangsu Province of China; National Natural Science Foundation of China; Priority Academic Program Development of Jiangsu Higher Education Institutions; New Brunswick Innovation Foundation","keywords":"Business; Status quo; Recreation; Tourism; Promotion (chess); Sustainable development; Government (linguistics); Economic growth; Environmental planning; Geography; Political science; Economics; Market economy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008405399,0.0004782526,0.004202212,0.0003703965,0.0005438922,0.000009563099,0.0006074795,0.000314752,0.009364083],"category_scores_gemma":[0.0008779792,0.0003720715,0.0004192802,0.001682125,0.0001227671,0.0000785461,0.0005634412,0.00145777,0.000009335373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005761767,"about_ca_system_score_gemma":0.002103308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600447,"about_ca_topic_score_gemma":0.001383379,"domain_scores_codex":[0.9941498,0.002595796,0.001480055,0.0004674679,0.0003773849,0.0009294756],"domain_scores_gemma":[0.9970088,0.000861982,0.001236154,0.0005868849,0.0001959926,0.0001101661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007067334,0.0000156489,0.0003295729,0.6248775,0.0000624926,0.0000781726,0.002502718,4.117278e-7,4.466237e-10,0.00104515,0.00352122,0.3675601],"study_design_scores_gemma":[0.0001257203,0.00003312639,0.000143412,0.03560474,0.0002703827,4.581863e-7,0.03091479,1.077333e-7,4.805446e-9,0.0005046143,0.9320987,0.0003038854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000493658,0.9870626,0.000002220143,0.00001518603,0.0002592704,0.002982282,0.0001596968,0.00005229672,0.009417092],"genre_scores_gemma":[0.00009055391,0.9956527,0.00003391411,0.0001878645,0.0002046975,0.001066161,0.0002272893,0.00009677433,0.002440042],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9285775,"threshold_uncertainty_score":0.9998731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04967179675511138,"score_gpt":0.4309013390190531,"score_spread":0.3812295422639418,"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."}}