{"id":"W7000428894","doi":"","title":"Exploring the experience of involuntary spousal separation in Ontario, Canada: A Participatory Action Research Study","year":2024,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spouse; Loneliness; Qualitative research; Participatory action research; Situated; Action (physics); Mental health; Inclusion (mineral); Separation (statistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01013107,0.0004395665,0.0008540916,0.001525079,0.03179035,0.004438957,0.002165984,0.001362735,0.002398284],"category_scores_gemma":[0.01112843,0.0005288571,0.0005583767,0.00351874,0.008653933,0.001588326,0.005695796,0.002070743,0.0001398365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09028085,"about_ca_system_score_gemma":0.2084193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649673,"about_ca_topic_score_gemma":0.9894646,"domain_scores_codex":[0.9927349,0.003476236,0.0002944421,0.0005803964,0.001238526,0.001675432],"domain_scores_gemma":[0.9892756,0.004224202,0.0007725575,0.0002861837,0.002702408,0.002739012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005342612,0.00007045855,0.008476963,0.0003784235,0.00001119975,0.00121921,0.9772758,0.00008182562,0.000486333,0.001212638,0.001485108,0.009248659],"study_design_scores_gemma":[0.00001418033,0.00007473723,0.009025288,0.0003554173,0.00001597463,0.00009536435,0.9691254,0.0001034557,0.0001271247,0.0001804364,0.02085711,0.00002546604],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772698,0.002793763,0.001165764,0.005645809,0.00009479486,0.001025476,0.0003366563,0.00001848575,0.01164949],"genre_scores_gemma":[0.9883322,0.003128127,0.001600495,0.001557806,0.00001362518,0.0004897112,0.0001153773,0.00001415304,0.004748405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09028085,"threshold_uncertainty_score":0.6550365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345298648685181,"score_gpt":0.3282320467084084,"score_spread":0.1937021818398902,"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."}}