{"id":"W4415586504","doi":"10.21083/crrf.v29i1.7733","title":"HeddlestoneCohousing: A Beautiful Collision ofSustainability, Psychology,Economics, and Architecture","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporation; Architecture; Plan (archaeology); Sustainable development; Psychological resilience; Community development; Development plan; Snow","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":[],"consensus_categories":[],"category_scores_codex":[0.001299888,0.0008810477,0.0003083078,0.00106468,0.01110199,0.007501896,0.0007346632,0.001644566,0.009582678],"category_scores_gemma":[0.001000454,0.0003696289,0.0002692383,0.0008120896,0.01803992,0.007780257,0.005622539,0.003004014,0.0006342618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006557437,"about_ca_system_score_gemma":0.004144933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07300329,"about_ca_topic_score_gemma":0.2207902,"domain_scores_codex":[0.999086,0.000346216,0.00001615849,0.0001363084,0.0002669639,0.0001482549],"domain_scores_gemma":[0.9994918,0.0001380129,0.00002680717,0.00005489291,0.0001008695,0.0001874883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","study_design_scores_codex":[0.0001036715,0.00006302114,0.003803351,0.0001401135,0.00001718773,0.0009614567,0.07379019,0.0002956738,0.001683572,0.5199966,0.3020428,0.09710235],"study_design_scores_gemma":[0.000006303682,0.00002685443,0.001659607,0.0001386026,0.000004449823,0.0006073772,0.033296,0.0002660326,0.0003931745,0.04447255,0.9191038,0.00002516023],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1188635,0.07285823,0.0201922,0.2689598,0.008041584,0.00009889788,0.0002121504,0.00042356,0.51035],"genre_scores_gemma":[0.5964122,0.01342607,0.009662599,0.01770475,0.000943777,0.00004913743,0.00008047598,0.0003269927,0.361394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07300329,"threshold_uncertainty_score":0.1451567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01199880129908836,"score_gpt":0.3040058631324465,"score_spread":0.2920070618333582,"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."}}