{"id":"W4252910656","doi":"10.1109/mownet.2017.8045936","title":"MoWNet 2017","year":2017,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","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":[0.001479524,0.001295532,0.0006815374,0.00157258,0.001593872,0.00469366,0.00224269,0.001940199,0.08771624],"category_scores_gemma":[0.003147259,0.0005629642,0.0007007265,0.001338565,0.0005192455,0.004858717,0.00381503,0.002844446,0.0696204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332804,"about_ca_system_score_gemma":0.001986916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007967187,"about_ca_topic_score_gemma":0.01522326,"domain_scores_codex":[0.9991848,0.0001019323,0.00004302426,0.0001073234,0.0004201548,0.0001427872],"domain_scores_gemma":[0.9989582,0.0001000711,0.00004202312,0.0002103482,0.0003953609,0.0002939777],"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":[0.0002845049,0.0001091494,0.0005722806,0.0001935498,0.00002496801,0.0002920913,0.0001195165,0.001642328,0.003525283,0.02369817,0.7801126,0.1894256],"study_design_scores_gemma":[0.0000192407,0.0000268191,0.000341119,0.00009800826,0.000005510543,0.000122228,0.00006261979,0.003878927,0.001282695,0.004163635,0.9899793,0.00001988011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0142366,0.007821931,0.2305437,0.01330998,0.02344335,0.001530404,0.02067759,0.05167954,0.636757],"genre_scores_gemma":[0.03110712,0.01040747,0.06416849,0.002535145,0.001663691,0.001055719,0.06278198,0.008037855,0.8182425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08771624,"threshold_uncertainty_score":0.29344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412587622445923,"score_gpt":0.2339821753119072,"score_spread":0.2198562990874479,"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."}}