{"id":"W6950058599","doi":"10.5281/zenodo.3460766","title":"drkupi/APWS: APWS Web Portal","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"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":[],"consensus_categories":[],"category_scores_codex":[0.001235334,0.002135349,0.001098884,0.003967641,0.0005180889,0.003965668,0.002285683,0.001331245,0.2731667],"category_scores_gemma":[0.00521434,0.0007799426,0.0009736454,0.005356448,0.0002751907,0.003766829,0.003508977,0.001862006,0.398293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005587994,"about_ca_system_score_gemma":0.001076918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006566047,"about_ca_topic_score_gemma":0.004740435,"domain_scores_codex":[0.9990789,0.0001166683,0.00008877874,0.0001804938,0.0003828352,0.0001524013],"domain_scores_gemma":[0.997747,0.0003628073,0.0001231537,0.0008135222,0.0005984061,0.0003550929],"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":[0.00004861208,0.00001567193,0.0002217153,0.0001296213,0.0000136508,0.00002867249,0.00002576281,0.0001920316,0.0002149051,0.0008097063,0.9903645,0.007935153],"study_design_scores_gemma":[0.00005491031,0.000007486473,0.001006582,0.00004921753,0.000009730774,0.00005650324,0.00004361712,0.001451874,0.0007060939,0.003497884,0.9930788,0.00003736411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0006954051,0.0001569619,0.008204306,0.0004635444,0.000280573,0.00006889916,0.8534827,0.1088333,0.02781428],"genre_scores_gemma":[0.003752779,0.0001843497,0.00484185,0.0002210316,0.0001324076,0.0001552075,0.9446785,0.03082395,0.01520996],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.2731667,"threshold_uncertainty_score":0.9138337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02712716974276179,"score_gpt":0.242894918022461,"score_spread":0.2157677482796992,"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."}}