{"id":"W4205844656","doi":"10.1002/cpz1.354","title":"Ethical, Legal, and Social Implications (ELSI) Research: Methods and Approaches","year":2022,"lang":"en","type":"article","venue":"Current Protocols","topic":"Biomedical Ethics and Regulation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Engineering ethics; Field (mathematics); Ethical issues; Point (geometry); Sociology; Political science; Management science; Engineering","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.207186,0.001775861,0.001405221,0.01232598,0.008583668,0.01375601,0.003794266,0.004389406,0.01261152],"category_scores_gemma":[0.1483832,0.001264435,0.00146679,0.009435978,0.02886655,0.01136253,0.01618418,0.008336566,0.00269321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009467411,"about_ca_system_score_gemma":0.03447343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786485,"about_ca_topic_score_gemma":0.005537659,"domain_scores_codex":[0.8045725,0.1723413,0.007260988,0.004006936,0.01033783,0.001480508],"domain_scores_gemma":[0.764511,0.183201,0.01199451,0.01962423,0.01601853,0.004650731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006309174,0.0002712646,0.001819263,0.003841136,0.00007186753,0.0002243088,0.05257018,0.0002778116,0.0003614133,0.7383796,0.01508772,0.1870323],"study_design_scores_gemma":[0.0001066427,0.0002204898,0.002448268,0.01367456,0.0001050729,0.0006947639,0.05415799,0.00101514,0.001263208,0.6162505,0.3099653,0.00009828794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01313377,0.03074063,0.6615109,0.0487432,0.003155671,0.04073846,0.0009897527,0.0004318816,0.2005557],"genre_scores_gemma":[0.0895528,0.01872833,0.7627027,0.009184857,0.0008305103,0.1030325,0.0003904789,0.0002271457,0.01535062],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.207186,"threshold_uncertainty_score":0.9776807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6071859814342039,"score_gpt":0.6031181375062187,"score_spread":0.004067843927985204,"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."}}