{"id":"W7119386388","doi":"","title":"Contact with nature","year":2025,"lang":"en","type":"article","venue":"Architecture, Design and Conservation (Aarhus School of Architecture, Design School Kolding, The Royal Danish Academy of Fine Arts, Schools of Architecture, Design and Conservation (KADK))","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"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","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003645916,0.002054607,0.002512398,0.001932927,0.0009050096,0.0003539457,0.001966706,0.001352202,0.0001787307],"category_scores_gemma":[0.001880503,0.001613176,0.0005613338,0.002063375,0.001404897,0.000518646,0.0004139809,0.005077491,0.00001621882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568282,"about_ca_system_score_gemma":0.0009972204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002147348,"about_ca_topic_score_gemma":0.00005078116,"domain_scores_codex":[0.9896804,0.002130327,0.003009971,0.001818199,0.001733706,0.001627374],"domain_scores_gemma":[0.990216,0.005160399,0.001533347,0.001436203,0.0006693539,0.000984718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01489135,0.0005999005,0.01366546,0.003070919,0.003808427,0.00005518779,0.002112524,0.7269084,0.1104021,0.01327095,0.05707365,0.05414116],"study_design_scores_gemma":[0.02304804,0.005781726,0.1417948,0.006939235,0.003633399,0.0008695452,0.0008102839,0.1506756,0.3005143,0.3335916,0.02477323,0.007568237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09233736,0.007099194,0.8882686,0.005261837,0.0002457542,0.005001777,0.0001423226,0.0005741999,0.001068926],"genre_scores_gemma":[0.7825813,0.0007783511,0.2097273,0.005230489,0.0002796791,0.0004910366,0.00007623596,0.0002927056,0.0005429349],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.690244,"threshold_uncertainty_score":0.9999443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01806766694967197,"score_gpt":0.239069779678732,"score_spread":0.22100211272906,"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."}}