{"id":"W4415586627","doi":"10.21083/crrf.v29i1.7749","title":"Coping with and Responding to Challenges:A Comparative Case StudyBetween Service Providers Supporting Those Experiencing Intimate Partner Violence","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Service provider; Domestic violence; Comparative case; Coping (psychology); Sustainability; Service (business); Poison control; Service delivery framework","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":[0.008145613,0.0009179115,0.001039652,0.002276506,0.02152286,0.00429173,0.002888952,0.003590469,0.004455197],"category_scores_gemma":[0.01392054,0.001086469,0.0006851854,0.002647389,0.00538202,0.004022094,0.006578984,0.004459008,0.0005323671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006620295,"about_ca_system_score_gemma":0.009128992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03396098,"about_ca_topic_score_gemma":0.1112089,"domain_scores_codex":[0.9911473,0.005996204,0.0002288821,0.0003993761,0.0005318528,0.001696392],"domain_scores_gemma":[0.993297,0.003258521,0.0009256828,0.0003082702,0.0008178367,0.001392546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007324717,0.0009016016,0.008851996,0.0002077326,0.00001405431,0.008934841,0.9680891,0.00004914146,0.0004945956,0.0009961886,0.001052337,0.01033524],"study_design_scores_gemma":[0.000009104329,0.0001906028,0.002124506,0.00009781039,0.000007418628,0.001880852,0.9915099,0.00004157596,0.00008045365,0.0001174683,0.003929135,0.00001129994],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909294,0.0008366561,0.0007070421,0.00187468,0.00007816202,0.0002889738,0.00004614054,0.000008191758,0.005230699],"genre_scores_gemma":[0.9902967,0.002575261,0.001966448,0.0009044436,0.00004130115,0.0004057848,0.00005633533,0.00001951905,0.003734114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.966039,"threshold_uncertainty_score":0.06752664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05139080289330832,"score_gpt":0.3615437938849737,"score_spread":0.3101529909916654,"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."}}