{"id":"W7098080283","doi":"","title":"Help-Seeking in an Asynchronous Help Forum","year":2001,"lang":"en","type":"article","venue":"","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Asynchronous communication; Reading (process); Focus (optics); Resource (disambiguation)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005938786,0.0004420503,0.0003482772,0.001349995,0.001814134,0.002578282,0.0008502497,0.001386103,0.008379835],"category_scores_gemma":[0.02796964,0.0002688068,0.0002861774,0.0006505697,0.0008189026,0.003809981,0.002363859,0.0006487664,0.00198421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004206239,"about_ca_system_score_gemma":0.0005875998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003444028,"about_ca_topic_score_gemma":0.000559255,"domain_scores_codex":[0.9940644,0.004289497,0.000160191,0.0004233196,0.0007330241,0.0003295527],"domain_scores_gemma":[0.9662978,0.0258845,0.002739717,0.002026693,0.001336412,0.00171486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003291016,0.002875931,0.07026022,0.001774444,0.0001070104,0.005225194,0.1127373,0.003212253,0.0362772,0.03958632,0.02678056,0.6978726],"study_design_scores_gemma":[0.001995794,0.008048862,0.09793212,0.002000462,0.000491043,0.009569425,0.08784197,0.04159931,0.04172856,0.06342135,0.6448512,0.0005199133],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8373634,0.0007241528,0.08995144,0.002399312,0.0003528751,0.000648976,0.0003010251,0.002725714,0.06553315],"genre_scores_gemma":[0.9555514,0.0001728268,0.03160477,0.000265652,0.000180065,0.0002378143,0.0001492841,0.0001193466,0.01171875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008379835,"threshold_uncertainty_score":0.03140765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01969363084554567,"score_gpt":0.2724258961829429,"score_spread":0.2527322653373973,"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."}}