{"id":"W4387703346","doi":"10.12688/f1000research.133031.1","title":"A novel homomorphic polynomial public key encapsulation algorithm","year":2023,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quantropi (Canada)","funders":"","keywords":"Open peer review; Homomorphic encryption; Plant biology; Computer science; Algorithm; Key (lock); Encapsulation (networking); Medicine; Biology; Computer security; Botany","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002940169,0.0003548468,0.000371034,0.001462014,0.0004043568,0.001532734,0.004302386,0.000427197,0.0001100442],"category_scores_gemma":[0.0003197601,0.0003705169,0.00032881,0.002081946,0.0002347572,0.000427356,0.006907964,0.001626256,0.000940156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433404,"about_ca_system_score_gemma":0.0007654264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002730985,"about_ca_topic_score_gemma":0.00003224715,"domain_scores_codex":[0.9955437,0.0003866183,0.0004464227,0.001239257,0.001420486,0.0009635632],"domain_scores_gemma":[0.9966108,0.0004648127,0.0001519717,0.001998122,0.0004183868,0.000355865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005930059,0.0008340983,0.001107532,0.0003685504,0.000467374,0.0002592867,0.002745629,0.0006543368,0.005987075,0.3181502,0.05101483,0.6183518],"study_design_scores_gemma":[0.001544951,0.0003659761,0.02082758,0.0003591604,0.00003386604,0.0000794271,0.0001026573,0.6674911,0.001126197,0.2484052,0.05783388,0.001829941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005077948,0.0002689291,0.9805927,0.006937733,0.002424303,0.0008071128,0.0001103025,0.002207562,0.001573413],"genre_scores_gemma":[0.7335694,0.000448733,0.2535408,0.0004369747,0.003490627,0.001168597,0.0003798475,0.0003910509,0.006573922],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7284915,"threshold_uncertainty_score":0.9998747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1344582966532545,"score_gpt":0.3258276826811684,"score_spread":0.1913693860279139,"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."}}