{"id":"W4388192306","doi":"10.1109/ict4s58814.2023.00005","title":"Preface: ICT4S 2023","year":2023,"lang":"en","type":"article","venue":"","topic":"Green IT and Sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Environmental science","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":[0.002083958,0.001545385,0.0008985547,0.0031072,0.00202771,0.008883274,0.001530913,0.003897854,0.5986732],"category_scores_gemma":[0.006812066,0.0004672588,0.0007776194,0.002992264,0.000660728,0.00449674,0.002535298,0.00440778,0.5293721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002827371,"about_ca_system_score_gemma":0.002795319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005369598,"about_ca_topic_score_gemma":0.005368926,"domain_scores_codex":[0.9988343,0.0001517356,0.00009544294,0.0001246253,0.0006491747,0.0001446464],"domain_scores_gemma":[0.9941357,0.0007499746,0.0002165647,0.0004189142,0.003133314,0.001345527],"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":[0.00001784478,0.000008255133,0.00001648019,0.00006941996,6.234853e-7,0.00001525484,0.000005856346,0.00003550578,0.00008412811,0.0008031343,0.987862,0.01108153],"study_design_scores_gemma":[0.000005580837,0.00001135657,0.0001226113,0.00007207481,9.026947e-7,0.00001705414,0.00001717116,0.00003536558,0.00004977154,0.0005013309,0.9991627,0.000004180523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0004607245,0.004453999,0.002595652,0.02594115,0.1887462,0.0006578551,0.01093634,0.003285323,0.7629228],"genre_scores_gemma":[0.002147189,0.002454032,0.0006314489,0.006340845,0.02195993,0.000349579,0.007320746,0.001214108,0.9575821],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5986732,"threshold_uncertainty_score":0.572444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007930990894827357,"score_gpt":0.2059698227261035,"score_spread":0.1980388318312761,"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."}}