{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0191817,0.0004344608,0.0007205829,0.0006165857,0.00600698,0.0103936,0.001736469,0.01662457,0.01281763],"category_scores_gemma":[0.03583539,0.0005627982,0.0007937131,0.0006353426,0.00762157,0.008748361,0.004828019,0.01499522,0.005005326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002438981,"about_ca_system_score_gemma":0.01109186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004304106,"about_ca_topic_score_gemma":0.007318994,"domain_scores_codex":[0.9777505,0.007828861,0.000764635,0.001795889,0.00911544,0.002744664],"domain_scores_gemma":[0.9601313,0.01729098,0.003093605,0.00657912,0.009449879,0.003455006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003439797,0.0009399857,0.02431464,0.0005148281,0.0001549243,0.001956897,0.007846786,0.0005881355,0.006937587,0.3385147,0.3761382,0.2417495],"study_design_scores_gemma":[0.00003227915,0.0001738806,0.00645769,0.0005727157,0.00004645818,0.001167004,0.00609302,0.0004205635,0.003592988,0.07004205,0.9113272,0.00007400407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03024018,0.002516362,0.012294,0.5724981,0.003829239,0.0002222481,0.0001635485,0.0003376175,0.3778987],"genre_scores_gemma":[0.2588442,0.001969735,0.01495539,0.5509045,0.001471938,0.0002446084,0.0002086843,0.0001894582,0.1712115],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0191817,"threshold_uncertainty_score":0.1014437,"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."}}