{"id":"W4415045819","doi":"10.7202/1118934ar","title":"A youthful urban commons","year":2024,"lang":"en","type":"article","venue":"Sens public","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Placemaking; Thriving; Commons; Generative grammar; Public space; Democracy; Urban planning; Space (punctuation)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003922149,0.00005779197,0.00006354296,0.00007269761,0.0003606807,0.0004846465,0.0001543411,0.00007755534,0.0004787122],"category_scores_gemma":[0.000171566,0.00005616005,0.0000725406,0.0005378952,0.0001894823,0.0002001686,0.00002207744,0.0001439319,0.0006234344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056764,"about_ca_system_score_gemma":0.0004214953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000561891,"about_ca_topic_score_gemma":0.00204574,"domain_scores_codex":[0.9991835,0.00009535548,0.00009249196,0.0001418371,0.0002191258,0.000267629],"domain_scores_gemma":[0.9995463,0.00008597111,0.00001346137,0.0001295043,0.00005931632,0.0001654585],"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":[2.854374e-7,0.00003354111,0.003441529,0.000007896732,0.00001974921,0.000003927418,0.09931425,2.753391e-7,0.000006550786,0.8125027,0.0795774,0.005091939],"study_design_scores_gemma":[0.00002901667,0.000005132126,0.001372142,0.000007012419,0.000007029523,8.74176e-7,0.02465814,0.0003726575,5.874114e-7,0.001837716,0.9716167,0.00009302072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2636004,0.0006959827,0.0001752787,0.08350813,0.003656716,0.0001977752,0.00003886702,0.0008365973,0.6472902],"genre_scores_gemma":[0.9670908,0.00002350143,0.00007409,0.0004338662,0.0005441219,0.000005125537,0.00002050436,0.00001027604,0.03179767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8920393,"threshold_uncertainty_score":0.8013195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04737187578999507,"score_gpt":0.3378969342315801,"score_spread":0.290525058441585,"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."}}