{"id":"W4406482561","doi":"10.1002/nvsm.70010","title":"“Privacy Is a Privilege”: A Thematic Analysis of the Concerns and Advice of Canadians Crowdfunding for Basic Living Needs","year":2025,"lang":"en","type":"article","venue":"Journal of Philanthropy","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Advice (programming); Privilege (computing); Thematic analysis; Internet privacy; Public relations; Business; Sociology; Political science; Computer science; Computer security; Qualitative research; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01897675,0.00101775,0.001022571,0.004565654,0.0408638,0.00732421,0.003727992,0.003199135,0.003256273],"category_scores_gemma":[0.03008582,0.0006551351,0.0006351522,0.005234926,0.01986361,0.003939363,0.008852713,0.00536598,0.0002197565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06321964,"about_ca_system_score_gemma":0.09076366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7997242,"about_ca_topic_score_gemma":0.8164961,"domain_scores_codex":[0.9865915,0.006727804,0.0003275007,0.0009604865,0.002055352,0.003337241],"domain_scores_gemma":[0.9745615,0.01419585,0.001823641,0.000645888,0.00513907,0.003634063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001282652,0.000007572224,0.001077835,0.00004620818,0.000001539701,0.0002411828,0.9961628,0.00001325944,0.0001630344,0.0005573386,0.0005186704,0.001197772],"study_design_scores_gemma":[9.067838e-7,0.000004194942,0.0007050355,0.00006292038,0.000001679649,0.00002777084,0.9932715,0.00002398688,0.00004272072,0.0000647589,0.005787954,0.000006515433],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763832,0.0007637797,0.001355057,0.007722084,0.0001624059,0.000362952,0.0003235022,0.00003177891,0.01289529],"genre_scores_gemma":[0.9929079,0.0005730827,0.001047087,0.001207949,0.00003085651,0.0002131856,0.0001148929,0.00004683361,0.003858224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2002758,"threshold_uncertainty_score":0.4586927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728612081022993,"score_gpt":0.2664384847093202,"score_spread":0.2491523638990903,"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."}}