{"id":"W6948629710","doi":"10.5281/zenodo.10929144","title":"Walking (with) the platform: bikesharing and the aesthetics of gentrification in Vancouver","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Placemaking; Urban planning; Human geography","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":[0.0005868478,0.0004276661,0.0003526132,0.001086131,0.021621,0.008832715,0.0009150857,0.001016235,0.02066159],"category_scores_gemma":[0.001366925,0.0002269685,0.0001813797,0.001831189,0.01028012,0.001363059,0.00629031,0.001544965,0.001445867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070842,"about_ca_system_score_gemma":0.005483475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5386252,"about_ca_topic_score_gemma":0.8680217,"domain_scores_codex":[0.9989551,0.00036992,0.00001479764,0.0001024073,0.0001923508,0.0003653973],"domain_scores_gemma":[0.9995729,0.00007528093,0.00002064546,0.00005022904,0.00008394063,0.0001970136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002401097,0.00005080328,0.00871371,0.0001708508,0.00003002647,0.001390696,0.4486236,0.0005220097,0.001396668,0.3770986,0.0295175,0.1322454],"study_design_scores_gemma":[0.00002111272,0.00005362397,0.01688065,0.0002603389,0.00002357422,0.0005730925,0.3261886,0.0005991064,0.0004469199,0.03485401,0.6200235,0.0000754722],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3468806,0.001759481,0.002077084,0.003479712,0.0002129657,0.00003046812,0.0001177012,0.00008173527,0.6453602],"genre_scores_gemma":[0.9414696,0.0002869063,0.0004157554,0.0001036261,0.000007473759,0.000007226517,0.00003353479,0.0000730385,0.05760281],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4613748,"threshold_uncertainty_score":0.9281839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047207126349633,"score_gpt":0.1803169586361413,"score_spread":0.139844887372645,"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."}}