{"id":"W7106849064","doi":"10.1108/979-8-88730-473-120251005","title":"Living In Circle","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Okanagan College","funders":"","keywords":"","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":[0.0004280062,0.0007546092,0.0004811801,0.0008059791,0.007042323,0.008088442,0.001088563,0.002109893,0.2520064],"category_scores_gemma":[0.001534554,0.000356996,0.0002802759,0.001077943,0.00217554,0.005753789,0.005272046,0.003846028,0.2117098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001817051,"about_ca_system_score_gemma":0.002737089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009412607,"about_ca_topic_score_gemma":0.02807815,"domain_scores_codex":[0.9995747,0.00008195682,0.00001017091,0.0000984329,0.0001435787,0.00009120893],"domain_scores_gemma":[0.9996042,0.0000525743,0.00001580801,0.00006730919,0.0001101643,0.0001499692],"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":[0.000008447369,0.00002850237,0.0001152906,0.00002833188,0.000001831529,0.00007103923,0.001930723,0.00006121758,0.00009977748,0.1865204,0.7299057,0.0812287],"study_design_scores_gemma":[8.504518e-7,0.000002922312,0.00005559641,0.00002734802,5.02867e-7,0.0000278222,0.0004281946,0.00002472578,0.0000272118,0.008555753,0.9908469,0.000002173717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0002565829,0.0006541983,0.0007335427,0.001682009,0.0006327201,0.00001598961,0.00003197844,0.00009122049,0.9959019],"genre_scores_gemma":[0.001702469,0.0002309867,0.0002125187,0.0005397769,0.00006774082,0.00001430188,0.00002444241,0.00006143825,0.9971464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2520064,"threshold_uncertainty_score":0.8430452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1536761351752918,"score_gpt":0.3812140766134205,"score_spread":0.2275379414381287,"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."}}