{"id":"W4411942249","doi":"10.59236/td2017vol10iss3823","title":"Engaging Communities","year":2017,"lang":"en","type":"article","venue":"Transformative Dialogues Teaching and Learning Journal","topic":"Art Education and Development","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Political science; Environmental planning; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005651081,0.0006347761,0.0004169299,0.00155258,0.006129584,0.008034719,0.002578791,0.003096844,0.04326588],"category_scores_gemma":[0.01187246,0.0004185133,0.0006947612,0.0009949764,0.00596301,0.01026304,0.01947719,0.002419246,0.007212037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752394,"about_ca_system_score_gemma":0.003146286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229836,"about_ca_topic_score_gemma":0.002312548,"domain_scores_codex":[0.9912225,0.005042628,0.0002718135,0.001189385,0.00152004,0.0007536763],"domain_scores_gemma":[0.9933782,0.002340298,0.0003327014,0.00197219,0.0007940179,0.001182562],"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":[0.00005191928,0.0001192413,0.001319242,0.0003234864,0.00002216209,0.000519562,0.04820971,0.0005861446,0.001508464,0.7864005,0.03095778,0.1299818],"study_design_scores_gemma":[0.00001438517,0.00003930541,0.0002794151,0.0002152175,0.000008151128,0.0004258987,0.01034741,0.000706667,0.0005244706,0.1723871,0.8150341,0.0000179496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02315092,0.001676302,0.230143,0.01316759,0.001411368,0.0007458991,0.00026924,0.001139581,0.7282961],"genre_scores_gemma":[0.5503847,0.001671008,0.1293272,0.004771978,0.0004687071,0.001648666,0.0007304737,0.0009962558,0.3100009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04326588,"threshold_uncertainty_score":0.1447388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06197473574031715,"score_gpt":0.2869242122659742,"score_spread":0.2249494765256571,"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."}}