{"id":"W6922224084","doi":"10.11575/prism/49517","title":"Improving Inter-Cultural Connectivity Thru Cross-Cultural Community Organizing In Canadian Multi-Cultural Society","year":2023,"lang":"en","type":"other","venue":"Open MIND","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Empowerment; Racism; Sense of community; Cultural diversity; Diversity (politics); Immigration; Sense of place","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002386913,0.0003137844,0.0004505145,0.0001288237,0.001523356,0.001618388,0.001658072,0.0007476695,0.003023847],"category_scores_gemma":[0.003149079,0.0002625743,0.0001399509,0.0006994554,0.001004327,0.0007942594,0.0005397447,0.00122949,0.0002567102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216993,"about_ca_system_score_gemma":0.0009217693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9601547,"about_ca_topic_score_gemma":0.9962302,"domain_scores_codex":[0.997677,0.0006144859,0.0003060416,0.0004454929,0.0002017846,0.0007551541],"domain_scores_gemma":[0.9986026,0.0002393599,0.0002939278,0.0004226599,0.0002239045,0.0002175539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001168148,0.0003226434,0.08081436,0.0001124523,0.0002944041,0.00003239186,0.3645632,0.000004056506,0.0007777883,0.001191777,0.1400029,0.4118724],"study_design_scores_gemma":[0.0004391804,0.00002080902,0.003960532,0.0002477745,0.00002091903,0.000001827639,0.3261366,0.00002532023,0.0001720478,0.00005233706,0.6683246,0.0005981389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.574994,0.0002981723,0.00002012648,0.003218654,0.00237764,0.001844257,0.0003271468,0.0002576447,0.4166624],"genre_scores_gemma":[0.4964089,0.0002705144,0.03913759,0.000162904,0.0005241616,0.0001078841,0.0001484911,0.0003986403,0.4628409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5283217,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.171827969688318,"score_gpt":0.4729140975476439,"score_spread":0.3010861278593259,"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."}}