{"id":"W6969211421","doi":"10.5683/sp3/o4du5y","title":"ReSearcher Software Update","year":2005,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Software; Software development; Software system; Field (mathematics); Focus (optics); Key (lock)","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":[0.009545468,0.00198065,0.001878886,0.01659645,0.00179025,0.005659262,0.003985481,0.001394574,0.1449364],"category_scores_gemma":[0.06360454,0.001564022,0.00196367,0.02712356,0.0006914209,0.004121239,0.004133819,0.003453796,0.2309351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002988309,"about_ca_system_score_gemma":0.008660697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03502034,"about_ca_topic_score_gemma":0.05424014,"domain_scores_codex":[0.9902514,0.001801764,0.001536346,0.00162654,0.003783528,0.001000396],"domain_scores_gemma":[0.9528182,0.01006947,0.002512851,0.01507522,0.01702643,0.002497774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003460611,0.000008491907,0.000378905,0.0001392242,0.000009960118,0.00000606113,0.00002280355,0.00003326048,0.00003111025,0.0002405327,0.9953136,0.003781428],"study_design_scores_gemma":[0.00006865029,0.00001211663,0.00155829,0.0001040368,0.00001797727,0.00002377145,0.00006245978,0.0001055907,0.0001800978,0.0003553375,0.9974939,0.00001785158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0002346831,0.0001075691,0.0004713108,0.0003721791,0.0003410876,0.00006787266,0.9880759,0.005598019,0.00473141],"genre_scores_gemma":[0.0006017156,0.0001180044,0.001175354,0.0002359553,0.00005586852,0.0003887553,0.9902891,0.00180893,0.005326352],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1449364,"threshold_uncertainty_score":0.4848604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443207765709917,"score_gpt":0.3361956857401582,"score_spread":0.2918749091691665,"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."}}