{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005240616,0.0003065422,0.0002365572,0.000553175,0.0005209944,0.002933616,0.002766511,0.0002136253,0.01949379],"category_scores_gemma":[0.000440833,0.0003042875,0.00009631031,0.0007471871,0.0001027307,0.0003343965,0.00240465,0.0006003199,0.02817702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844082,"about_ca_system_score_gemma":0.0000113761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001508621,"about_ca_topic_score_gemma":0.000002598646,"domain_scores_codex":[0.9978753,0.0001833064,0.0001850259,0.0007738564,0.0005112497,0.0004712766],"domain_scores_gemma":[0.9982853,0.0000316777,0.0001621285,0.00112153,0.00018444,0.0002149443],"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":[0.000003611279,0.00002686819,3.5948e-7,0.000136294,0.00006366352,0.00008971349,0.0003118671,0.000004240507,0.00006138541,0.009547442,0.9507201,0.0390344],"study_design_scores_gemma":[0.000110084,0.0001314368,0.00000675105,0.0001458813,0.00002170297,0.0001406355,0.00001956993,0.0004607429,0.00008322061,0.0003578235,0.9981796,0.0003425266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006341421,0.001212678,0.3077173,0.002461534,0.0006942122,0.0004503824,0.0003664095,0.004318641,0.6827725],"genre_scores_gemma":[0.001252488,0.0004627988,0.01664662,0.0001686532,0.0009204466,2.47154e-7,0.0008037806,0.008118239,0.9716268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2910706,"threshold_uncertainty_score":0.9999409,"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."}}