{"id":"W6930859855","doi":"10.5281/zenodo.2204560","title":"PARTHENOS D2.1 Report on User Requirements","year":2016,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Antibiotic Use and Resistance","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prairie Improvement Network; Canarie","funders":"","keywords":"Deliverable; User requirements document; Requirements analysis; Work (physics); Point (geometry); User interface","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":[0.03047437,0.001763278,0.001806016,0.003074972,0.001396144,0.006541177,0.003211277,0.003692118,0.2883949],"category_scores_gemma":[0.05824681,0.001315283,0.001422381,0.002495786,0.0007756175,0.003553779,0.005223016,0.00260219,0.4020533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003212341,"about_ca_system_score_gemma":0.006701923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005351486,"about_ca_topic_score_gemma":0.002865706,"domain_scores_codex":[0.9775604,0.006126851,0.0018709,0.001514665,0.01107815,0.001849076],"domain_scores_gemma":[0.9485143,0.0113641,0.002842552,0.01050459,0.024478,0.002296602],"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":[0.0007700164,0.0001533606,0.0008153543,0.001542541,0.00002725286,0.0002659248,0.0009310346,0.0005404279,0.008660208,0.00617319,0.8586613,0.1214593],"study_design_scores_gemma":[0.00005089106,0.0000903646,0.0009087861,0.0003822802,0.00001207772,0.0001309308,0.0001462462,0.0002536442,0.002479895,0.0009552313,0.994559,0.00003062377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0131078,0.00302055,0.1062136,0.01360894,0.003784834,0.01282955,0.194919,0.08597791,0.5665377],"genre_scores_gemma":[0.04052618,0.003166569,0.07202638,0.005493646,0.001063786,0.02626175,0.2195639,0.065189,0.5667087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2883949,"threshold_uncertainty_score":0.9647772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03515548712372884,"score_gpt":0.2530394315313927,"score_spread":0.2178839444076639,"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."}}