{"id":"W343109133","doi":"10.1080/08886504.2000.10782301","title":"The SPECIAL System","year":2000,"lang":"en","type":"article","venue":"Journal of Research on Computing in Education","topic":"Music and Audio Processing","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Multimedia; Control (management); Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004283255,0.00004587676,0.0000824979,0.0002325136,0.0003687838,0.0003785462,0.000797371,0.00002487412,0.00001068706],"category_scores_gemma":[0.0001458205,0.00003017747,0.00003312646,0.0006845816,0.0000475364,0.000199513,0.00004234677,0.0004805194,0.00003822508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002487726,"about_ca_system_score_gemma":0.0007785955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008506267,"about_ca_topic_score_gemma":0.00000203862,"domain_scores_codex":[0.9983633,0.0003221169,0.0003084057,0.0001058921,0.000669023,0.0002312818],"domain_scores_gemma":[0.9987414,0.000549466,0.0001323225,0.000183955,0.0003297545,0.00006303165],"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":[0.0000141031,0.00007772433,0.0002398799,0.00001596027,0.000002384252,0.000006665854,0.0008608046,0.0007684318,0.00001230738,0.01300751,0.01895669,0.9660375],"study_design_scores_gemma":[0.001538884,0.001150821,0.07770883,0.006183653,0.000005539184,0.0009455138,0.008259524,0.169875,0.001368775,0.01809401,0.7143912,0.0004782009],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9072739,0.000823832,0.01153591,0.01467788,0.004279302,0.0001708192,6.864465e-8,0.000026655,0.06121159],"genre_scores_gemma":[0.9914063,0.00004702099,0.003729946,0.0001201798,0.004217651,7.312138e-7,5.514726e-8,0.000003519954,0.0004746505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9655594,"threshold_uncertainty_score":0.365033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04988575879635826,"score_gpt":0.4052173593000654,"score_spread":0.3553316005037071,"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."}}