{"id":"W2263102084","doi":"10.4271/2005-01-3066","title":"MELISSA: Overview of the Project and Perspectives","year":2005,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Green IT and Sustainability","field":"Engineering","cited_by":14,"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":[0.006067464,0.001230292,0.0003724299,0.002910164,0.003582821,0.01396927,0.002930739,0.004275877,0.06079797],"category_scores_gemma":[0.004453784,0.0004158181,0.0005570159,0.00320859,0.001515509,0.00619471,0.00562202,0.002990592,0.03050084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008173545,"about_ca_system_score_gemma":0.01571462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02053725,"about_ca_topic_score_gemma":0.02363754,"domain_scores_codex":[0.9966517,0.001090471,0.0001614984,0.0004354262,0.0008356217,0.0008253675],"domain_scores_gemma":[0.9969908,0.000229909,0.0001717108,0.0001642791,0.0009332635,0.001509984],"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":[0.0003119472,0.0004063136,0.002369753,0.00331651,0.00001990578,0.001122186,0.002264815,0.0003922884,0.001603039,0.1039082,0.5358829,0.3484022],"study_design_scores_gemma":[0.000005477803,0.00002842437,0.000535176,0.000735592,0.000001601708,0.0001735401,0.0006645279,0.000040534,0.0001380246,0.001030837,0.9966381,0.000008157949],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009962698,0.1249161,0.01033618,0.1428718,0.01299311,0.001321613,0.003818828,0.001885957,0.6918937],"genre_scores_gemma":[0.0692421,0.1050098,0.02487491,0.03118624,0.00464226,0.002022624,0.009656072,0.001571759,0.7517942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06079797,"threshold_uncertainty_score":0.2033895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924527244113324,"score_gpt":0.2574753362279228,"score_spread":0.2382300637867896,"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."}}