{"id":"W4388779219","doi":"10.1515/9781552382967-015","title":"Cross-Scale Institutions & Building Resilience in the Canadian North","year":2005,"lang":"en","type":"book-chapter","venue":"University of Calgary Press eBooks","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University; University of Calgary; University of Manitoba","funders":"","keywords":"Resilience (materials science); Scale (ratio); Environmental science; Geography; Physics; Cartography; Thermodynamics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003668828,0.0001257589,0.0001753992,0.00008703455,0.001361448,0.00007037444,0.001105263,0.0002524762,0.0001324445],"category_scores_gemma":[0.00003164586,0.0001292363,0.0001098066,0.0000380618,0.002057233,0.0001579323,0.0000794563,0.0003486495,0.000009982783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004110724,"about_ca_system_score_gemma":0.001644832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9288922,"about_ca_topic_score_gemma":0.9989818,"domain_scores_codex":[0.9986305,0.00005637573,0.0001352056,0.0002674336,0.0005814937,0.0003289452],"domain_scores_gemma":[0.9992551,0.00007051012,0.0001659886,0.0002408094,0.00009759856,0.000169987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009248912,0.00000678281,0.002001382,0.000006765747,0.000007666928,0.00002945878,0.02089763,0.00008047427,6.906304e-7,0.9679825,0.0009813227,0.007996129],"study_design_scores_gemma":[0.000092273,0.000006719772,0.007665814,0.00004783853,0.00001472022,5.848868e-7,0.0003415587,0.000006806134,4.703502e-7,0.0008079609,0.9908632,0.0001520395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005281863,0.0001350808,0.00006326404,0.0002048904,0.0001275015,0.0002710602,0.00004890461,0.00001645155,0.993851],"genre_scores_gemma":[0.05765611,0.0001983445,0.0003701795,0.0001528306,0.0001463567,4.494433e-7,0.000005795483,0.000006527801,0.9414634],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9898819,"threshold_uncertainty_score":0.9999387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05164716995505629,"score_gpt":0.2806908462079757,"score_spread":0.2290436762529194,"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."}}