{"id":"W7133102845","doi":"","title":"Greening Libraries","year":2023,"lang":"en","type":"article","venue":"Charles Sturt University Research Output (CRO)","topic":"Sustainable Design and Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Future Earth","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005257009,0.0001484327,0.00016694,0.000783924,0.0005156972,0.0001272398,0.0004899841,0.0001054397,0.0002391394],"category_scores_gemma":[0.00007918773,0.0001670289,0.00005987284,0.001592335,0.0001636896,0.0004118365,0.0004502609,0.0004173893,0.0006449483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031856,"about_ca_system_score_gemma":0.0001527683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006333544,"about_ca_topic_score_gemma":0.00001770228,"domain_scores_codex":[0.9982178,0.00008967143,0.00009950588,0.000261748,0.0005141578,0.0008170778],"domain_scores_gemma":[0.9991328,0.0002152891,0.00001052322,0.0002658183,0.000163755,0.000211884],"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":[0.0001746175,0.00005135951,0.008624274,0.0005386699,0.0003179954,0.003268237,0.01694235,0.0031286,0.001141807,0.01680048,0.921798,0.02721359],"study_design_scores_gemma":[0.0008610574,0.00007216298,0.02942506,0.00008004312,0.00001061402,0.000007618323,0.03531424,0.007192404,0.002123767,0.001512179,0.9228671,0.0005337557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7708059,0.00115414,0.003512135,0.001338897,0.0007342691,0.0009780288,0.0000595276,0.004645291,0.2167718],"genre_scores_gemma":[0.8789802,0.001023848,0.000541498,0.00002361809,0.0001373361,0.000004278748,0.00003104002,0.00005092389,0.1192073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081743,"threshold_uncertainty_score":0.8289722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07836177142422793,"score_gpt":0.2636147205695239,"score_spread":0.185252949145296,"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."}}