{"id":"W4404586346","doi":"10.21991/cf29480","title":"Not Merely Interpretative","year":2024,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Legal Issues in South Africa","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Epistemology; Engineering ethics; Computer science; Philosophy; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01698294,0.0007795466,0.0006351123,0.002076905,0.004106845,0.01103866,0.003299322,0.005196926,0.008665485],"category_scores_gemma":[0.03009871,0.000573048,0.0007190902,0.001327657,0.0356428,0.01705042,0.00631128,0.01114454,0.002527832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004576605,"about_ca_system_score_gemma":0.006123237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004179957,"about_ca_topic_score_gemma":0.004341098,"domain_scores_codex":[0.9808854,0.007933098,0.00107447,0.002739492,0.005954723,0.001412758],"domain_scores_gemma":[0.977241,0.01071626,0.001752862,0.006266933,0.003558641,0.0004643598],"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":[0.000007777015,0.000005140039,0.0001279369,0.00004673941,0.000005251043,0.00005548813,0.003729031,0.00006446122,0.0002040446,0.9889604,0.003670384,0.003123268],"study_design_scores_gemma":[0.00002194143,0.00002933658,0.0004808548,0.0004690117,0.00003980692,0.0002168826,0.005163416,0.0004048227,0.001407669,0.6503159,0.3414158,0.00003452036],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01975439,0.004651638,0.1102821,0.09201068,0.004010041,0.0001792528,0.0004514146,0.0003545056,0.7683059],"genre_scores_gemma":[0.802809,0.00370499,0.02912758,0.04594399,0.004989386,0.0005023502,0.000630965,0.0007335268,0.1115584],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01698294,"threshold_uncertainty_score":0.08981544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02562652841561336,"score_gpt":0.328742913884119,"score_spread":0.3031163854685056,"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."}}