{"id":"W6930725531","doi":"10.5281/zenodo.13369545","title":"How Might You Purchase: Nervovive USA, CA, UK, AU, NZ, IE","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm; Ideal (ethics); Pain relief; Peripheral nerve; Pain and suffering; Upgrade; Transparency (behavior); Legislation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003182971,0.00039172,0.0004140162,0.0006907439,0.001064633,0.002510442,0.0004961333,0.001362659,0.8917003],"category_scores_gemma":[0.002667467,0.0002249998,0.0003508454,0.0006856426,0.00034674,0.003065235,0.001545855,0.0009713341,0.7347968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004062281,"about_ca_system_score_gemma":0.0005485621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002701684,"about_ca_topic_score_gemma":0.01015087,"domain_scores_codex":[0.9998217,0.00002326974,0.000009837327,0.00003452412,0.00006101007,0.00004958376],"domain_scores_gemma":[0.9989793,0.0001410289,0.00003685645,0.00005697583,0.0001829267,0.0006029558],"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":[0.00006813672,0.00004208319,0.0006575114,0.0001758261,0.000002876643,0.0002265329,0.000216491,0.00001427088,0.0002926523,0.001293985,0.8833759,0.1136338],"study_design_scores_gemma":[0.000007850176,0.0000243848,0.001195956,0.0001603839,0.000002036898,0.0001898691,0.0005217168,0.00001729311,0.00008070227,0.0002271438,0.9975653,0.000007428614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002741342,0.001434034,0.0002495433,0.004571906,0.001345917,0.00006268641,0.002408658,0.001337094,0.9858489],"genre_scores_gemma":[0.006512864,0.00104405,0.0002803805,0.001931018,0.0001388582,0.00003903655,0.0007668264,0.0004053667,0.9888816],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1082997,"threshold_uncertainty_score":0.1544763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961128038123237,"score_gpt":0.2490513249289487,"score_spread":0.2194400445477163,"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."}}