{"id":"W7160038941","doi":"10.14288/pace.v2i1.201361","title":"Urban Encounters, Shared Inheritance","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Situated; Improvisation; Agency (philosophy); Invocation; Everyday life; TRACE (psycholinguistics); Politics; Social practice; Inheritance (genetic algorithm)","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003195033,0.00004544996,0.00006585306,0.0000450616,0.007378198,0.001365356,0.0002870132,0.0000522614,0.002158495],"category_scores_gemma":[0.0000880652,0.00005102795,0.00002475629,0.001292848,0.00005149384,0.0002270261,0.00002550968,0.00007155087,0.0000288093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005386207,"about_ca_system_score_gemma":0.00274782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1755534,"about_ca_topic_score_gemma":0.187907,"domain_scores_codex":[0.9994273,0.00008771486,0.00009063299,0.0001329111,0.00008758081,0.0001738335],"domain_scores_gemma":[0.9996331,0.00007339481,0.00002937142,0.0001172716,0.0001067485,0.00004016537],"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":[0.000008687897,0.0000537185,0.0005552301,0.000001865577,0.000009925762,2.634092e-7,0.01211615,0.000003372506,0.000007902875,0.004259754,0.9826425,0.0003406325],"study_design_scores_gemma":[0.000108435,0.00001307665,0.0003041261,0.00002052897,0.000007710683,1.491087e-7,0.007022698,0.00001194267,0.00003171373,0.002582309,0.9898357,0.00006162179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001054583,0.00007211151,0.0002371388,0.002059361,0.001127324,0.0004964654,0.00002224068,0.00003686202,0.9948939],"genre_scores_gemma":[0.080759,0.0000424954,0.0003765492,0.0004587715,0.0001347818,0.000129808,0.00001016153,0.000003698333,0.9180847],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07970442,"threshold_uncertainty_score":0.9996713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01864838358414144,"score_gpt":0.3202753855107147,"score_spread":0.3016270019265733,"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."}}