{"id":"W2146222110","doi":"10.1109/hpcs.2006.51","title":"Understanding the Parallel Programmer","year":2006,"lang":"en","type":"article","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Programmer; Usability; Parallel programming model; Focus (optics); Programming paradigm; Domain (mathematical analysis); Sorting; Parallel computing; Programming language; Human–computer interaction","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":[],"consensus_categories":[],"category_scores_codex":[0.002343709,0.000513632,0.0002292541,0.001174388,0.001347691,0.00426107,0.0006544043,0.001771563,0.002930473],"category_scores_gemma":[0.01100356,0.0004697313,0.0002514274,0.000394823,0.004046903,0.009700791,0.002196714,0.002684438,0.0008501027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001041374,"about_ca_system_score_gemma":0.001625035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003523397,"about_ca_topic_score_gemma":0.003189601,"domain_scores_codex":[0.9982879,0.000868851,0.00007165178,0.0002277927,0.0003826716,0.0001610661],"domain_scores_gemma":[0.995636,0.002437693,0.0002599577,0.0003244403,0.0009066937,0.0004351799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000122203,0.0002576332,0.03242119,0.0006550484,0.00002325688,0.0009768349,0.4635773,0.001410382,0.009248664,0.181279,0.03393177,0.2760967],"study_design_scores_gemma":[0.00004210049,0.0003548351,0.03149087,0.0009654957,0.0000442644,0.004433299,0.2590491,0.01090561,0.00328531,0.2340743,0.4552666,0.0000882128],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.510329,0.01098166,0.1863861,0.06005504,0.0006386876,0.000187759,0.0001244946,0.0007014999,0.2305956],"genre_scores_gemma":[0.9167035,0.00688961,0.04504352,0.004879238,0.0001634339,0.000130185,0.0001038106,0.0001636001,0.02592306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00426107,"threshold_uncertainty_score":0.01239491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334901562641699,"score_gpt":0.2631737509322694,"score_spread":0.1296835946680995,"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."}}