{"id":"W4378951652","doi":"10.5281/zenodo.7994067","title":"Cost Calculator","year":2023,"lang":"en","type":"report","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":"University of Calgary","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Calculator; Computer science; Operating system","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":[0.006397404,0.001422833,0.001052756,0.007764188,0.000614373,0.00447862,0.002641472,0.001082971,0.0865799],"category_scores_gemma":[0.04273323,0.0007679639,0.001455133,0.006605473,0.000425316,0.002319128,0.00146604,0.001514261,0.0203792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003599953,"about_ca_system_score_gemma":0.005660937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007134917,"about_ca_topic_score_gemma":0.003407895,"domain_scores_codex":[0.9937203,0.002300894,0.0008062866,0.0004999618,0.002384053,0.000288582],"domain_scores_gemma":[0.9772415,0.01145846,0.001742072,0.00168218,0.007449638,0.0004261866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007695872,0.0002884964,0.006021676,0.001603793,0.0002036898,0.0001856248,0.0001678486,0.0648343,0.0004465061,0.05781313,0.3043056,0.5633598],"study_design_scores_gemma":[0.0005560293,0.0004898239,0.009577552,0.001526891,0.0002715937,0.001093294,0.0003433804,0.1102683,0.004370384,0.04329117,0.8279936,0.0002180415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.02670743,0.005899968,0.49627,0.004574313,0.002590046,0.009595368,0.09027892,0.02777237,0.3363117],"genre_scores_gemma":[0.2150042,0.005848861,0.6149451,0.001363217,0.0006207446,0.01204866,0.05632963,0.008070782,0.08576878],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0865799,"threshold_uncertainty_score":0.2896386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1225830457645971,"score_gpt":0.3162215197715439,"score_spread":0.1936384740069468,"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."}}