{"id":"W7029615055","doi":"","title":"Labour Community Services and the state of community unionism in Toronto","year":2023,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Community organization; State (computer science); Community building; Community development; Common ground; Labor relations; Community studies; Community organizing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001275398,0.0001278984,0.0001658791,0.0009840383,0.0154895,0.004877308,0.0006840217,0.00066032,0.005199491],"category_scores_gemma":[0.002250117,0.000218017,0.0001437776,0.00225666,0.01282551,0.001202364,0.003678542,0.0009396672,0.0001557092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08522047,"about_ca_system_score_gemma":0.05826816,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9368146,"about_ca_topic_score_gemma":0.9807948,"domain_scores_codex":[0.9980726,0.0006916951,0.00004735799,0.000118958,0.0003439472,0.0007253722],"domain_scores_gemma":[0.9978899,0.0005886003,0.0003347053,0.000061775,0.0003148027,0.0008101487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009969455,0.00003926715,0.03413204,0.0004079812,0.00001913086,0.001417741,0.7924246,0.0004590968,0.0009420047,0.1192183,0.01097529,0.03986497],"study_design_scores_gemma":[0.00001120023,0.00004917882,0.08729109,0.0004251397,0.00001589221,0.0001277264,0.78807,0.0002644004,0.0002430743,0.003018835,0.120456,0.00002742748],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8733546,0.004522562,0.0004005716,0.01087943,0.000091099,0.00004696697,0.0001412349,0.00001591883,0.1105476],"genre_scores_gemma":[0.9919134,0.001018046,0.00008350437,0.000168655,0.000008098977,0.000009453171,0.00002632463,0.000004396279,0.006768126],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08522047,"threshold_uncertainty_score":0.6183207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0159730132401086,"score_gpt":0.2595701417828443,"score_spread":0.2435971285427357,"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."}}