{"id":"W6931377715","doi":"10.5281/zenodo.3460765","title":"drkupi/APWS: APWS Web Portal","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Web application; Process (computing); Software; The Internet; Web service","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":["insufficient_payload"],"category_scores_codex":[0.004435034,0.0003352201,0.0004564857,0.0007430611,0.0009819313,0.001886846,0.003651382,0.0002571951,0.2665469],"category_scores_gemma":[0.002974383,0.0002825042,0.0001963583,0.0009607095,0.0002589815,0.0002014769,0.001822421,0.0005162528,0.2056858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132722,"about_ca_system_score_gemma":0.00001691112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002570173,"about_ca_topic_score_gemma":0.000002753759,"domain_scores_codex":[0.9937826,0.0008352135,0.0007178588,0.001147139,0.002975184,0.0005419505],"domain_scores_gemma":[0.9965273,0.00009486086,0.0005084673,0.001835784,0.0007722279,0.0002613619],"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":[0.00001919402,0.0001289723,0.000008362698,0.00004620948,0.00005261798,0.00001179599,0.0001683337,0.0000141932,0.0002755199,0.001933141,0.9563556,0.04098611],"study_design_scores_gemma":[0.0004358179,0.0001686219,0.00007928009,0.00009820561,0.00001948155,0.00002486796,0.000348474,0.0001078875,0.00002102561,0.0005296718,0.9978425,0.0003241995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000172232,0.0002710462,0.0009265296,0.0008757955,0.0006924226,0.0009680648,0.000516828,0.0008493191,0.9947278],"genre_scores_gemma":[0.01440976,0.0002770458,0.0003136368,0.0003614023,0.0006974401,8.967572e-8,0.00108154,0.00657972,0.9762794],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06086111,"threshold_uncertainty_score":0.9999627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253360381526498,"score_gpt":0.3213343729286678,"score_spread":0.1959983347760179,"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."}}