{"id":"W4240375795","doi":"10.15353/cjds.v5i4.318","title":"Understanding Community","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; University of Ottawa","funders":"","keywords":"Focus group; Qualitative research; Focus (optics); Sociology; Inclusion (mineral); Public relations; Engineering ethics; Psychology; Social science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01116796,0.0008331557,0.000716901,0.006959217,0.01029856,0.01441579,0.002436078,0.004401993,0.009051641],"category_scores_gemma":[0.0199299,0.000332695,0.0007349261,0.005166966,0.03426564,0.0299689,0.01504857,0.002904003,0.001109491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007124579,"about_ca_system_score_gemma":0.008540042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009444713,"about_ca_topic_score_gemma":0.006886392,"domain_scores_codex":[0.9859098,0.008713269,0.0006355451,0.001687419,0.002041392,0.001012553],"domain_scores_gemma":[0.9843245,0.008832292,0.001716775,0.001402338,0.002271387,0.001452716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001107938,0.00001889073,0.001774292,0.0003849361,0.00001325483,0.0001678268,0.1182274,0.0002144987,0.0002034904,0.8360474,0.007474044,0.03546289],"study_design_scores_gemma":[0.00000803591,0.0000254051,0.001249925,0.0008412299,0.00001230319,0.000343767,0.09688284,0.0005888849,0.0001402367,0.4993812,0.4004954,0.00003066232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08149807,0.02431227,0.1936431,0.07901025,0.002121432,0.0007754065,0.0004991926,0.0003432547,0.617797],"genre_scores_gemma":[0.9310256,0.008683519,0.03236777,0.00434239,0.0005014288,0.0005022867,0.000396772,0.0001575923,0.02202262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01441579,"threshold_uncertainty_score":0.05906254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5260389275829517,"score_gpt":0.3172714114273115,"score_spread":0.2087675161556402,"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."}}