{"id":"W4413497794","doi":"10.64628/aam.mce3jtysk","title":"Family vlogs can entertain, empower and exploit","year":2023,"lang":"en","type":"article","venue":"","topic":"Gender, Feminism, and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Exploit; Computer science; Business; Computer security","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":[0.00164621,0.0002930014,0.0001650569,0.001098909,0.006749604,0.006098012,0.0005549986,0.001174958,0.0368509],"category_scores_gemma":[0.00615803,0.0002022052,0.0001916569,0.0004634673,0.00533878,0.003910319,0.005250709,0.001609225,0.003568979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001474938,"about_ca_system_score_gemma":0.002041187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005984206,"about_ca_topic_score_gemma":0.01350676,"domain_scores_codex":[0.9983971,0.0008769414,0.00002117701,0.00009058054,0.0001356687,0.0004785936],"domain_scores_gemma":[0.9970455,0.0009789824,0.0004163136,0.0001829525,0.000210693,0.00116554],"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":[0.0002822972,0.0004516568,0.06937835,0.0001424263,0.00005089713,0.004476096,0.433082,0.0001998832,0.002705767,0.1980802,0.09359348,0.197557],"study_design_scores_gemma":[0.00002338075,0.00009933091,0.01051163,0.0002739124,0.00001847796,0.001261347,0.4702528,0.0001596237,0.0006229747,0.02656953,0.4901736,0.00003338147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.4188408,0.001604453,0.003553126,0.03384007,0.0008707271,0.00005371233,0.0001945824,0.0001790181,0.5408635],"genre_scores_gemma":[0.924252,0.0004819159,0.0005810955,0.002452084,0.0001062501,0.00003482826,0.00003862858,0.00006032424,0.0719929],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0368509,"threshold_uncertainty_score":0.1232786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05314933983887245,"score_gpt":0.3261439782810094,"score_spread":0.272994638442137,"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."}}