{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001577126,0.002003899,0.001038127,0.004536693,0.0004848927,0.004127875,0.002306683,0.001456189,0.321238],"category_scores_gemma":[0.007682201,0.0008304976,0.001034171,0.006025546,0.0002713214,0.003995495,0.00329781,0.001885678,0.4144975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006412254,"about_ca_system_score_gemma":0.00128708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006201783,"about_ca_topic_score_gemma":0.004390769,"domain_scores_codex":[0.9989957,0.0001343341,0.0001122903,0.0001719562,0.0004385239,0.0001472428],"domain_scores_gemma":[0.996932,0.0006693502,0.0001639672,0.001014762,0.000834019,0.000385746],"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":[0.00004806362,0.00001892324,0.0002747447,0.0001813905,0.00001556827,0.00003084496,0.00002953814,0.0002437796,0.0001910318,0.001138366,0.9875681,0.01025966],"study_design_scores_gemma":[0.00005590855,0.000007373945,0.001031077,0.00006980237,0.00001021404,0.00005423915,0.00004468796,0.001547471,0.0006402747,0.004746927,0.991757,0.00003503415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0006582803,0.0001628806,0.01035026,0.0005402766,0.000267017,0.00008157932,0.853009,0.1029359,0.0319947],"genre_scores_gemma":[0.00403213,0.0002335861,0.006493831,0.0002871611,0.0001355722,0.0002240144,0.9372438,0.03258384,0.01876602],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.321238,"threshold_uncertainty_score":0.9681717,"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."}}