{"id":"W4386311158","doi":"10.1515/9781772125979-004","title":"1 Reset: Changing the Built Environment in Alberta","year":2022,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reset (finance); Environmental science; Business","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":[0.0002262272,0.0005398556,0.0002084231,0.000981199,0.003544529,0.004501654,0.0009125741,0.00127702,0.04803104],"category_scores_gemma":[0.000290534,0.0002309207,0.0001995004,0.003002945,0.001572318,0.00117342,0.001491046,0.001967261,0.003962159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01775604,"about_ca_system_score_gemma":0.02144269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8761368,"about_ca_topic_score_gemma":0.9778961,"domain_scores_codex":[0.9997337,0.00001878571,0.000004766329,0.00002947292,0.0001332482,0.00008000356],"domain_scores_gemma":[0.9998964,0.00001187838,0.000004427157,0.00000580081,0.00004129374,0.00004019206],"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":[0.00004898366,0.00003438145,0.001252471,0.000423876,0.000006284556,0.000425073,0.004977687,0.0008645738,0.0007061983,0.1179565,0.6079732,0.2653309],"study_design_scores_gemma":[0.000001357127,0.000004994171,0.001544636,0.0001223992,0.000002632973,0.00004614308,0.001467397,0.00002841968,0.00007148729,0.001544479,0.9951596,0.000006614751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00433755,0.06762118,0.0006335669,0.009613144,0.002869572,0.00002825339,0.0004620817,0.0001667692,0.9142679],"genre_scores_gemma":[0.02848178,0.02637339,0.0006161087,0.001389234,0.0001789225,0.000008806243,0.0002396422,0.00008680872,0.9426254],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1238632,"threshold_uncertainty_score":0.2491852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009366184875198804,"score_gpt":0.1635122443783533,"score_spread":0.1541460595031545,"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."}}