{"id":"W4404297924","doi":"10.7202/1114531ar","title":"Introduction: Arriving in Place","year":2024,"lang":"en","type":"article","venue":"Performance Matters","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trent University","funders":"","keywords":"Place making; Architectural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003833161,0.00004420681,0.00004705377,0.00006946661,0.0001402643,0.000104398,0.00008497368,0.00003102837,0.0006248611],"category_scores_gemma":[0.00001812202,0.00004549022,0.00002239761,0.0003345053,0.00008405366,0.0002994839,0.00001028469,0.0001165569,0.0003566157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001640711,"about_ca_system_score_gemma":0.0000914378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001547954,"about_ca_topic_score_gemma":0.0002196343,"domain_scores_codex":[0.9994635,0.0000267962,0.00008796006,0.0001214172,0.0001303573,0.00017],"domain_scores_gemma":[0.9998477,0.0000278245,0.00001028689,0.00006551486,0.00001080528,0.00003783796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001353664,0.00008128479,0.100091,0.0004183275,0.00003012817,0.000008331651,0.4762618,0.002397359,0.0001351992,0.03992126,0.3156505,0.06499124],"study_design_scores_gemma":[0.00005717188,0.000007625765,0.01792591,0.00006456985,0.000003882605,0.000001752028,0.01408004,0.01195812,0.00001198164,0.0000923378,0.9556501,0.0001465462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8985912,0.00009336909,0.0000544202,0.08593953,0.002675527,0.00007493,7.351594e-7,0.000112476,0.01245777],"genre_scores_gemma":[0.9874265,0.0001666948,0.000102901,0.001006517,0.0008347463,0.00001149392,0.000002846308,0.000006496829,0.01044185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6399996,"threshold_uncertainty_score":0.6841791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101001436947595,"score_gpt":0.289263510757924,"score_spread":0.278253496388448,"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."}}