{"id":"W7134432136","doi":"","title":"On the edge","year":2005,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreation; Neighbourhood (mathematics); Natural (archaeology); Variety (cybernetics); Urban design; Point (geometry)","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":[0.0002683733,0.0005364906,0.0003153157,0.0008827611,0.0113777,0.00829705,0.0007922404,0.001492115,0.287765],"category_scores_gemma":[0.0009999441,0.0002950466,0.0002298891,0.001153969,0.001692673,0.001952211,0.004257913,0.001604068,0.09025307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00273852,"about_ca_system_score_gemma":0.004746267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1558512,"about_ca_topic_score_gemma":0.5925032,"domain_scores_codex":[0.9994684,0.00005598003,0.000007973103,0.00007893832,0.0002070782,0.0001817094],"domain_scores_gemma":[0.9992299,0.00003537032,0.00001494637,0.00006020287,0.0002580277,0.0004016088],"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":[0.00006492071,0.00008675015,0.003885796,0.0001169535,0.000006357441,0.0008083945,0.01092559,0.00007617105,0.001129755,0.0250986,0.7607771,0.1970237],"study_design_scores_gemma":[0.000002412508,0.000009319236,0.001534546,0.00005445225,0.000002684093,0.0001731894,0.007964023,0.00001840738,0.0001250804,0.0005782242,0.9895319,0.000005646379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00629998,0.0003098742,0.0007158726,0.002111688,0.0004316845,0.0000288054,0.0001845151,0.0002701748,0.9896474],"genre_scores_gemma":[0.01921658,0.0003089572,0.000665621,0.0006287059,0.00002754386,0.0000135783,0.0001825999,0.0001890829,0.9787674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.287765,"threshold_uncertainty_score":0.9626698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008859999510431593,"score_gpt":0.1716072467174082,"score_spread":0.1627472472069766,"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."}}