{"id":"W2900408397","doi":"","title":"Walking the Commons: Driftng Together in the City","year":2018,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Public Spaces through Art","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Commons; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02032173,0.0002304911,0.0003603717,0.000267092,0.0009124968,0.0006828399,0.003461821,0.000486394,0.0003496981],"category_scores_gemma":[0.002840812,0.0001655101,0.0001563561,0.0003998213,0.002278473,0.0002033309,0.001694533,0.002734625,0.00003806377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344703,"about_ca_system_score_gemma":0.001224365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008038223,"about_ca_topic_score_gemma":0.1262423,"domain_scores_codex":[0.9938434,0.003116256,0.0004953144,0.0006991577,0.0006737428,0.001172089],"domain_scores_gemma":[0.9951232,0.002945841,0.0001891682,0.001503323,0.000123809,0.0001146402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001284071,0.0005365686,0.3097264,0.00008839495,0.000213562,0.00006712483,0.2999126,0.0007116078,0.00001593089,0.0421977,0.008105814,0.3382958],"study_design_scores_gemma":[0.0003605767,0.00004367154,0.03596475,0.0001917055,0.000006773066,0.000002905064,0.05741722,0.0007918788,0.0000120776,0.03193842,0.8728233,0.0004467444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4038777,0.0001203789,0.000001086093,0.01468364,0.0005371072,0.001020325,0.00001072343,0.0000317673,0.5797173],"genre_scores_gemma":[0.9921966,0.003618003,0.000137779,0.0006340565,0.001009682,0.000371617,0.000008407824,0.00003558135,0.001988327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8647175,"threshold_uncertainty_score":0.9995661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07441134136123126,"score_gpt":0.3891150290845575,"score_spread":0.3147036877233262,"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."}}