{"id":"W6981459885","doi":"","title":"Elite Container Homes: Revolutionizing Sustainable Housing Solutions – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Elite; Container (type theory); Government (linguistics); Sustainability; Sustainable development","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":[],"consensus_categories":[],"category_scores_codex":[0.00006300912,0.0002080725,0.0002049186,0.0001345875,0.00007785816,0.00006875487,0.00004572814,0.0001221096,0.0001396972],"category_scores_gemma":[0.00003801863,0.00020568,0.00002165534,0.0001462666,0.00001989783,0.00007342371,0.00004963397,0.0001799287,0.000004449085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829011,"about_ca_system_score_gemma":0.0001944402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3833577,"about_ca_topic_score_gemma":0.5112276,"domain_scores_codex":[0.9991266,0.000004353189,0.0001884541,0.0002442098,0.0001113608,0.0003250857],"domain_scores_gemma":[0.9996588,0.00001023706,0.00004808054,0.000173521,0.00004446035,0.00006485185],"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":[0.000001132142,0.0000030429,0.0000554725,0.002176385,0.0001120246,0.0005313821,0.0000329649,0.06949904,0.000003132759,0.004088979,0.9227184,0.0007780317],"study_design_scores_gemma":[0.00006776897,0.000003135255,0.000007372039,0.0003424081,0.00005106482,0.00007111663,0.000226454,0.01492851,0.000001365256,0.000214686,0.9837983,0.0002878174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008511669,0.03603633,0.1865415,0.00006724917,0.0005611989,0.0001942618,0.00002023551,0.001139388,0.7754313],"genre_scores_gemma":[0.001945917,0.003658821,0.008296352,0.0000546867,0.00023617,0.00002000595,0.00009580322,0.0005856398,0.9851066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2096753,"threshold_uncertainty_score":0.8387386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004946542926410482,"score_gpt":0.2027280382741671,"score_spread":0.1977814953477566,"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."}}