{"id":"W7084141583","doi":"10.64628/aam.7qw9xs5mc","title":"Porn companies must take strong action to protect privacy and prevent future harms","year":2025,"lang":"en","type":"article","venue":"","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Action (physics); Confidentiality; Harm; Information privacy; Government (linguistics); The Internet","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008895971,0.00009772882,0.00009802918,0.0000177048,0.0001666272,0.00003536347,0.00009976767,0.00004895373,0.0004381569],"category_scores_gemma":[0.000003634967,0.00006114064,0.00001953175,0.0001209671,0.00002691981,0.0001275312,0.0001055004,0.0001024269,0.00008739484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001117187,"about_ca_system_score_gemma":0.000007988955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005478521,"about_ca_topic_score_gemma":0.001402625,"domain_scores_codex":[0.9993143,0.00002420922,0.0001148634,0.0002346332,0.0001233363,0.0001886376],"domain_scores_gemma":[0.999755,0.00000553502,0.00002728661,0.0001162518,0.000004139524,0.00009176535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003098669,0.001036006,0.2953622,0.0005207857,0.0001106864,0.00001100517,0.01691433,0.001884549,0.04319556,0.007908363,0.358433,0.2743137],"study_design_scores_gemma":[0.0002270813,0.0001009122,0.8832712,0.00002203112,0.00001006543,0.000003566778,0.002108866,0.00008938575,0.004062795,0.0003862754,0.1095795,0.0001382462],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982953,0.00003421731,0.0009999961,0.00466334,0.0001649031,0.0008190451,0.000003275481,0.00006266456,0.01029958],"genre_scores_gemma":[0.9894505,0.00004237889,0.001231829,0.0005714456,0.0001007874,0.00003860318,0.000005222775,0.000003626144,0.00855568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.587909,"threshold_uncertainty_score":0.4797511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720373698354994,"score_gpt":0.271767773927873,"score_spread":0.2545640369443231,"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."}}