{"id":"W2169751269","doi":"10.1145/2702123.2702426","title":"STRATOS","year":2015,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Innovates - Technology Futures","keywords":"Plan (archaeology); Computer science; Visualization; Process (computing); Software; Product (mathematics); Process management; Order (exchange); Software engineering; Risk analysis (engineering); Management science; Operations research; Engineering; Business; Data mining","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001577932,0.001466233,0.0005349893,0.001967389,0.0008265463,0.002851033,0.001635993,0.001221164,0.07626123],"category_scores_gemma":[0.0072188,0.0008603951,0.001103699,0.001022986,0.0008645637,0.003852248,0.002827721,0.001338201,0.01930557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000872043,"about_ca_system_score_gemma":0.001827145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002597477,"about_ca_topic_score_gemma":0.006062071,"domain_scores_codex":[0.9992059,0.0002493291,0.00006297994,0.0001542069,0.000233981,0.00009368952],"domain_scores_gemma":[0.9964917,0.002196517,0.0002272901,0.0005194363,0.0003409579,0.0002240969],"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":[0.001571889,0.0003022877,0.004559008,0.00326062,0.0001260147,0.001191448,0.004944884,0.01565911,0.01609318,0.1581027,0.4056692,0.3885196],"study_design_scores_gemma":[0.000289166,0.0002664006,0.002137684,0.0007799296,0.000067964,0.0008413852,0.00111573,0.03466463,0.00938156,0.08145195,0.8688719,0.0001317297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0238621,0.001807349,0.5059195,0.00239261,0.0005031553,0.000992906,0.0250666,0.2855412,0.1539146],"genre_scores_gemma":[0.2417246,0.003002163,0.5786791,0.00135605,0.000165914,0.002095487,0.03593676,0.05113757,0.08590234],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07626123,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05014632302939172,"score_gpt":0.288803240123838,"score_spread":0.2386569170944463,"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."}}