{"id":"W1585917131","doi":"","title":"The use of unfamiliar words: writing and CS education","year":2008,"lang":"en","type":"article","venue":"Journal of computing sciences in colleges","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; Mount Royal University","funders":"","keywords":"Reading (process); Computer science; Mathematics education; Institution; Code (set theory); Word (group theory); Professional writing; Multimedia; Psychology; Linguistics; Programming language; Sociology; Set (abstract data type)","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":[0.003776829,0.0006893129,0.0003605163,0.001146893,0.002307372,0.006075967,0.00119323,0.001565449,0.008474118],"category_scores_gemma":[0.02720542,0.0002269979,0.0002189799,0.001221639,0.003577835,0.004138438,0.004692126,0.001758698,0.001510913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022913,"about_ca_system_score_gemma":0.002017366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000499781,"about_ca_topic_score_gemma":0.0007995569,"domain_scores_codex":[0.9932466,0.003534437,0.0003596614,0.0006652547,0.001820962,0.0003730927],"domain_scores_gemma":[0.9774281,0.01336262,0.003123395,0.001456075,0.001864924,0.002764879],"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":[0.0003748416,0.002451324,0.04222342,0.0009817587,0.00001828063,0.001969784,0.1089118,0.0005022957,0.02179171,0.01645443,0.01138919,0.7929312],"study_design_scores_gemma":[0.0002614754,0.006930505,0.196173,0.002207061,0.000109083,0.01144393,0.3497299,0.006252907,0.04457121,0.06741246,0.3145654,0.0003431301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955139,0.001830713,0.02228937,0.004062803,0.0004475835,0.0004196998,0.00003313211,0.0004281653,0.07497462],"genre_scores_gemma":[0.9616528,0.0008822808,0.02126719,0.0008811363,0.0001310673,0.0001852524,0.00004297636,0.00009130769,0.01486604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008474118,"threshold_uncertainty_score":0.02834874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04639259920602077,"score_gpt":0.2935564548152431,"score_spread":0.2471638556092223,"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."}}