{"id":"W4405054147","doi":"10.1101/2024.12.02.24318365","title":"Navigating online information access for women survivors of intimate partner violence living in long term shelters","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fanshawe College; Western University","funders":"","keywords":"Thematic analysis; Service provider; Public relations; Internet privacy; Government (linguistics); Business; Stalking; Social media; Service (business); Psychology; Qualitative research; Political science; Sociology; World Wide Web; Marketing; Computer science","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":[0.0013205,0.0002627895,0.0003466549,0.0008495075,0.003720977,0.003472035,0.0008234947,0.0006412584,0.007102465],"category_scores_gemma":[0.006438036,0.0002452848,0.0002914295,0.00101908,0.001177202,0.002079067,0.004260249,0.0008440699,0.0004359278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001556192,"about_ca_system_score_gemma":0.003650599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02798816,"about_ca_topic_score_gemma":0.06339568,"domain_scores_codex":[0.9989372,0.0005018252,0.00005111675,0.00005593171,0.0001566224,0.0002973738],"domain_scores_gemma":[0.997345,0.001119109,0.0005260903,0.0001078823,0.0003578185,0.0005440195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001339422,0.0003165748,0.2173297,0.0008368429,0.00005389496,0.002173375,0.6619768,0.00008074835,0.001276913,0.0008908788,0.00509358,0.1098367],"study_design_scores_gemma":[0.000005602842,0.0001530043,0.05332138,0.0004922786,0.00003084556,0.0004829827,0.9290115,0.00007287604,0.0002028224,0.0002481944,0.01595833,0.00002013517],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897289,0.0007628079,0.0002494105,0.002193115,0.00004165707,0.00007921296,0.000236581,0.00001647251,0.006691854],"genre_scores_gemma":[0.9952069,0.001269587,0.0005336962,0.0005257433,0.00001671395,0.00007233781,0.0001595373,0.000006587013,0.002208961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02798816,"threshold_uncertainty_score":0.05565053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03434356237893769,"score_gpt":0.3833099633691121,"score_spread":0.3489664009901744,"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."}}