{"id":"W7075604011","doi":"","title":"The Application of Resilience Assessment: Resilience of What, to What, with What? A Case Study Based of Caledon, Ontario, Canada","year":2014,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Context (archaeology); Urban resilience; Face (sociological concept); Community resilience","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":[0.00004331351,0.0001035827,0.0001695181,0.00009743435,0.0001775774,0.0001231535,0.0005384164,0.00002569855,0.000003892429],"category_scores_gemma":[0.000003539512,0.00007862387,0.00005933136,0.0004899423,0.0001318171,0.001617903,0.00008635109,0.0001111499,1.749321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007257816,"about_ca_system_score_gemma":0.0002956572,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06639094,"about_ca_topic_score_gemma":0.2786217,"domain_scores_codex":[0.9992622,0.00005516529,0.0002538624,0.0001358194,0.0001858557,0.0001071123],"domain_scores_gemma":[0.9988112,0.0002241568,0.0001718316,0.0006530767,0.00006353457,0.00007620504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005797484,0.001738845,0.752757,0.0004898217,0.0006740917,0.0002110363,0.004966917,0.1821586,0.00417306,0.01247584,0.003892791,0.03588219],"study_design_scores_gemma":[0.003243893,0.002629205,0.3878813,0.003279278,0.0005964472,0.0003959,0.1654648,0.03643302,0.1554133,0.0001545422,0.2427966,0.001711676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921874,0.00005344489,0.001257664,0.0001313297,0.0001071035,0.0003860435,0.00002961532,0.00001507466,0.005832356],"genre_scores_gemma":[0.9991333,0.000008282868,0.0001015119,0.00001045191,0.000005809462,0.000004618591,0.000004786174,0.000008834251,0.0007224128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3648757,"threshold_uncertainty_score":0.9398261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002979398596379505,"score_gpt":0.1708318064876024,"score_spread":0.1678524078912229,"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."}}