{"id":"W4367593147","doi":"10.2139/ssrn.4406529","title":"Chapter 6: Interference","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Intelligence, Security, War Strategy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; University of Ottawa","funders":"","keywords":"Interference (communication); Computer science; Mathematics; Telecommunications; Channel (broadcasting)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002867783,0.0001076241,0.0001167799,0.0001678205,0.0006293161,0.000125703,0.0005395351,0.0000887336,0.0003885207],"category_scores_gemma":[0.0001539283,0.0001010025,0.00009642271,0.0004233211,0.0001777237,0.0002456955,0.00004510098,0.001391169,0.001409024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326399,"about_ca_system_score_gemma":0.001771217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007108061,"about_ca_topic_score_gemma":0.01412438,"domain_scores_codex":[0.9965426,0.00012087,0.0002097638,0.0001718998,0.0003887894,0.002566118],"domain_scores_gemma":[0.999495,0.00006023339,0.00008658751,0.0001157884,0.000124418,0.0001179197],"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":[0.00000824415,0.000009986305,0.0005283739,9.424091e-7,0.00002457719,0.000008234455,0.003527141,0.000004059965,0.00006204589,0.9745204,0.0001433527,0.02116264],"study_design_scores_gemma":[0.00009862867,0.0001684745,0.000282386,0.00001653099,0.0000095541,0.00005294584,0.02589558,0.00004691984,0.000120041,0.9440406,0.0290869,0.000181444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6673843,0.001866549,0.005970213,0.01097042,0.002532292,0.0003385377,0.000003796614,0.0005372279,0.3103967],"genre_scores_gemma":[0.9794956,0.007568865,0.00001233374,0.00008184234,0.0006056795,0.000003006135,9.773457e-7,0.0000138536,0.01221777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3121114,"threshold_uncertainty_score":0.9993685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958489301753585,"score_gpt":0.3233665572145383,"score_spread":0.2937816641970025,"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."}}