{"id":"W3121126683","doi":"","title":"Learning in public space: The design process behind Science World’s Environmental Trail","year":2020,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Design Education and Practice","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Public space; Space (punctuation); Computer science; Political science; Architectural engineering; Environmental planning; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002631327,0.0001100413,0.00008218329,0.0002677122,0.0002058311,0.00009438502,0.0004375791,0.00003392015,0.0003545897],"category_scores_gemma":[0.00007751706,0.0001100969,0.00002414153,0.00124783,0.0001409399,0.0009045971,0.00003722232,0.0003940506,0.0001253509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000157477,"about_ca_system_score_gemma":0.0001196669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006744966,"about_ca_topic_score_gemma":0.0006462027,"domain_scores_codex":[0.9991589,0.00009196061,0.00007934168,0.0002071654,0.0002086737,0.0002539855],"domain_scores_gemma":[0.9995673,0.0001179112,0.00003170943,0.0001135595,0.00001318368,0.000156329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002029947,0.0003157694,0.6722015,0.0001126948,0.0001009881,0.0002544498,0.008359131,0.2557305,0.002036817,0.002580461,0.02537714,0.03272761],"study_design_scores_gemma":[0.0007853937,0.00007535963,0.006547485,0.00001576603,0.00003355261,3.149783e-8,0.08984425,0.03859792,0.005746549,0.0000419896,0.8578763,0.0004354109],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078086,0.0001765704,0.01128946,0.01041638,0.0003794405,0.0006168739,0.000006774955,0.0005061101,0.06879979],"genre_scores_gemma":[0.9981097,0.00003709821,0.0001734564,0.0001792756,0.00003436632,9.527421e-7,0.000002854027,0.00001394681,0.001448349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8324991,"threshold_uncertainty_score":0.4489623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582161194049427,"score_gpt":0.2135607346823399,"score_spread":0.1877391227418456,"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."}}