{"id":"W3022287264","doi":"10.14288/1.0378546","title":"Leaky Condo 2.0","year":2019,"lang":"en","type":"article","venue":"Open Collections","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.002077832,0.001272312,0.0007283887,0.001740361,0.002918482,0.008146051,0.003165837,0.002321999,0.2277284],"category_scores_gemma":[0.007017575,0.0009632045,0.0009350828,0.00160966,0.001621605,0.007833302,0.006057169,0.002675728,0.1221434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001593359,"about_ca_system_score_gemma":0.004607286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02700424,"about_ca_topic_score_gemma":0.03645356,"domain_scores_codex":[0.998192,0.0001665302,0.00007199868,0.0002782923,0.000947058,0.0003441206],"domain_scores_gemma":[0.9970189,0.0003371708,0.0001226951,0.0008609125,0.001090362,0.0005699392],"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":[0.0008417601,0.0001834896,0.002541582,0.0007526071,0.00003349915,0.0007501832,0.001569897,0.00151873,0.003804083,0.07950497,0.7556642,0.1528351],"study_design_scores_gemma":[0.00004699308,0.00005204285,0.0007189644,0.0002106628,0.00001184869,0.0002565984,0.0003344282,0.001700008,0.001285391,0.005598449,0.989713,0.00007169431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01184186,0.001450057,0.04289784,0.002771773,0.001852125,0.0007782445,0.01156088,0.1524106,0.7744365],"genre_scores_gemma":[0.08751977,0.001999361,0.0476598,0.002152864,0.0005179787,0.0008644842,0.03248987,0.08781794,0.738978],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2277284,"threshold_uncertainty_score":0.7618275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02192421596293967,"score_gpt":0.2760151568570277,"score_spread":0.254090940894088,"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."}}