{"id":"W2915353454","doi":"10.1145/1095430.1095433","title":"Report on MSR 2005","year":2005,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Software Engineering Research","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Session (web analytics); Plan (archaeology); Software; Computer science; Field (mathematics); Software review; Quality (philosophy); Software engineering; World Wide Web; Software development; Software construction; History; Operating system","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008224122,0.001527438,0.001244734,0.003631802,0.002477973,0.008887058,0.002785456,0.00387475,0.3737671],"category_scores_gemma":[0.01292489,0.0004823463,0.001508579,0.00243336,0.000379703,0.003261037,0.004029275,0.002928548,0.3679437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003690026,"about_ca_system_score_gemma":0.006208625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006105847,"about_ca_topic_score_gemma":0.008007035,"domain_scores_codex":[0.9929001,0.0008149457,0.0005137001,0.0008376232,0.004180139,0.0007535407],"domain_scores_gemma":[0.9866484,0.0008354088,0.000531646,0.001510359,0.007642827,0.002831411],"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":[0.0001635823,0.00007434123,0.0002937346,0.0001198774,0.000008158329,0.00008565734,0.00004922759,0.00005258818,0.0004140531,0.001231348,0.9673519,0.03015551],"study_design_scores_gemma":[0.00001538443,0.00006661496,0.0007259273,0.0000579344,0.000004293741,0.0000272554,0.00005882081,0.0000379082,0.0003056737,0.0001961038,0.9984969,0.000007195939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008725662,0.01156301,0.005962433,0.05386196,0.09888969,0.00289986,0.08409736,0.01059707,0.7234029],"genre_scores_gemma":[0.01087347,0.002950857,0.002982159,0.008169971,0.006677786,0.0007875909,0.04302276,0.001674845,0.9228605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3737671,"threshold_uncertainty_score":0.8932452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767719627848747,"score_gpt":0.2610800800871416,"score_spread":0.2434028838086542,"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."}}