{"id":"W4382364605","doi":"10.1525/aft.2023.50.2.51","title":"The Trial of Superdebthunterbot","year":2023,"lang":"en","type":"article","venue":"Afterimage","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.01270575,0.0007532731,0.0007026075,0.0007679252,0.00865424,0.007460658,0.002292718,0.005366095,0.03577211],"category_scores_gemma":[0.03824306,0.0005552788,0.0007147105,0.0004917713,0.01344614,0.007764485,0.008535638,0.007795592,0.006559975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004993814,"about_ca_system_score_gemma":0.002987886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006562253,"about_ca_topic_score_gemma":0.01550775,"domain_scores_codex":[0.9870618,0.005991758,0.0003024086,0.001726295,0.002866519,0.002051244],"domain_scores_gemma":[0.9867345,0.007866392,0.0004822128,0.00180365,0.00145952,0.001653811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006281983,0.0002606245,0.00232376,0.0003690602,0.00006703009,0.002011768,0.02975685,0.005552554,0.006206611,0.5522345,0.3083279,0.09226121],"study_design_scores_gemma":[0.000154829,0.0005189638,0.002389983,0.0005596688,0.00002344946,0.0004533559,0.01344373,0.00889742,0.004676246,0.1187268,0.8499968,0.0001587197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1784752,0.002048352,0.06863998,0.1007474,0.005976448,0.0005150391,0.0003593153,0.002422591,0.6408156],"genre_scores_gemma":[0.7525249,0.0005745896,0.02084776,0.0130186,0.0005636677,0.0005277696,0.0003497722,0.00125565,0.2103373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03577211,"threshold_uncertainty_score":0.1196697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05133510168325805,"score_gpt":0.4095212229863402,"score_spread":0.3581861213030821,"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."}}