{"id":"W7095139477","doi":"","title":"IMPROVING THE ESTIMATION, CONTINGENCY PLANNING AND TRACKING","year":2010,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tracking (education); Jury; Emerging technologies; Expert system; Tracking system; Automation","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":[0.001894622,0.001078644,0.001213904,0.002630093,0.001033283,0.002443988,0.001338347,0.001329353,0.007521014],"category_scores_gemma":[0.01282069,0.0007766803,0.0009242002,0.002340996,0.000540719,0.003417597,0.001672429,0.001499196,0.001902969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001313766,"about_ca_system_score_gemma":0.003964388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03653204,"about_ca_topic_score_gemma":0.03386369,"domain_scores_codex":[0.9984837,0.0003778414,0.00009581904,0.0004487628,0.0004337707,0.0001600843],"domain_scores_gemma":[0.9953088,0.002527606,0.0003956782,0.0005967744,0.0009547789,0.0002163115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003488396,0.0001962148,0.01693611,0.000235779,0.0001302176,0.0002102523,0.0002540694,0.4671488,0.003222073,0.01226593,0.01370368,0.4853482],"study_design_scores_gemma":[0.00001781164,0.00007265585,0.002764685,0.00003753978,0.00004166854,0.00008171581,0.0001244368,0.9782259,0.001704448,0.01281824,0.004085921,0.00002496704],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05262912,0.001323053,0.9316,0.001394327,0.0002217895,0.000157221,0.001119338,0.003356303,0.008198881],"genre_scores_gemma":[0.5729673,0.0008542581,0.4171761,0.000190908,0.0001262623,0.0001362794,0.002061835,0.0003219604,0.006165088],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03653204,"threshold_uncertainty_score":0.07263881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553492464101034,"score_gpt":0.2720146726267794,"score_spread":0.256479747985769,"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."}}