{"id":"W4405322486","doi":"10.1016/j.etdah.2023.100097","title":"Adding the Clues to CanKet's Presence in Toxicological Casework","year":2024,"lang":"en","type":"article","venue":"Emerging Trends in Drugs Addictions and Health","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001009103,0.0001016957,0.0001228167,0.0004485521,0.0001916377,0.0001853502,0.000291396,0.0000435517,0.00003275182],"category_scores_gemma":[0.00006674913,0.00007583768,0.00002596889,0.001635637,0.00001977209,0.0002722869,0.0001785357,0.0003926149,0.000002817165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001164175,"about_ca_system_score_gemma":0.0000602837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395946,"about_ca_topic_score_gemma":0.001130418,"domain_scores_codex":[0.998937,0.00008456295,0.0002266987,0.0003237231,0.0001275613,0.0003004216],"domain_scores_gemma":[0.9990857,0.0005354433,0.00002597858,0.0002524648,0.000008708544,0.00009176444],"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":[0.000003375478,0.00004289834,0.001542131,0.00003182868,0.00000834095,0.00004628127,0.01135131,0.002968677,0.000002418702,0.08892979,0.0448144,0.8502585],"study_design_scores_gemma":[0.0001539872,0.0002913111,0.05283208,0.0007470744,0.000005283678,0.00008739655,0.0007048614,0.2040982,0.00001017824,0.002527629,0.7381868,0.0003551485],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07703261,0.02679657,0.4962597,0.3819143,0.006220905,0.0008927908,0.00005881718,0.004244371,0.006579996],"genre_scores_gemma":[0.961336,0.0007819664,0.03689085,0.0005864821,0.0001109377,0.0001009925,0.00000225761,0.000008588548,0.0001818821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8843035,"threshold_uncertainty_score":0.3092571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03915838657939703,"score_gpt":0.376032675546934,"score_spread":0.336874288967537,"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."}}