{"id":"W4318617770","doi":"10.2139/ssrn.4323626","title":"Tackling the Dissemination and Redistribution of NCII","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Redistribution (election); Political science; Business; Internet privacy; Computer science; Law","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":[0.004088339,0.00003965057,0.00005392039,0.00005244271,0.0007054807,0.0000480723,0.0001815336,0.00004609547,0.000005846347],"category_scores_gemma":[0.0009195859,0.00003017113,0.00002752477,0.0003365445,0.00009861539,0.0002227939,0.00004799705,0.0004658749,0.000004720458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571679,"about_ca_system_score_gemma":0.0004590758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003127589,"about_ca_topic_score_gemma":0.001177502,"domain_scores_codex":[0.9988388,0.0001326291,0.0001216831,0.00007262319,0.0002364555,0.0005977452],"domain_scores_gemma":[0.9996392,0.000079036,0.0001029658,0.00007653258,0.00007288346,0.00002939284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003229615,0.00002516958,0.0009156666,0.000009041214,0.00003781718,8.596433e-7,0.006520784,0.000004207343,0.002805302,0.889736,0.001663222,0.09824963],"study_design_scores_gemma":[0.0001745338,0.00009223638,0.00390614,0.0000258813,0.0000227213,0.0000249578,0.02106149,0.0003095573,0.0005617172,0.9658827,0.007857531,0.00008050619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684972,0.00212084,0.01354296,0.01248998,0.0004489316,0.0002443708,0.00001414084,0.00007974291,0.002561914],"genre_scores_gemma":[0.9927906,0.006647578,0.000006058455,0.000006582082,0.0002825916,0.000002667592,0.0000105346,0.000003140314,0.0002502298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09816913,"threshold_uncertainty_score":0.5426059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118829327126482,"score_gpt":0.3053920619243994,"score_spread":0.2935091292117512,"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."}}