{"id":"W6921955073","doi":"10.7939/r39883015","title":"Leaning into Sustainability at University of Alberta Libraries","year":2016,"lang":"en","type":"other","venue":"University of Alberta Library","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Work (physics); Government (linguistics); Sustainable development","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009760948,0.0006572817,0.00118385,0.0009446513,0.000290449,0.00002185092,0.002033071,0.0008358242,0.05843261],"category_scores_gemma":[0.000135006,0.0007733015,0.0005466768,0.0005827278,0.002316662,0.001889328,0.002912419,0.0003346691,0.002440665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003816273,"about_ca_system_score_gemma":0.001146565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07439043,"about_ca_topic_score_gemma":0.02789252,"domain_scores_codex":[0.9972336,0.0003814769,0.000302417,0.001008017,0.0004560229,0.0006184822],"domain_scores_gemma":[0.9960641,0.0009468354,0.001116203,0.00140658,0.0001000504,0.000366279],"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":[0.001174676,0.0002405254,0.02605386,0.0009787346,0.0006297426,0.00008913615,0.00954605,0.00000369879,0.00008627203,0.01417902,0.9467398,0.0002784922],"study_design_scores_gemma":[0.001574382,0.0001140455,0.0009096223,0.0006002596,0.0002774972,0.000003973165,0.004669056,0.00001347044,0.000334815,0.001269061,0.989448,0.0007858201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01295892,0.0003588776,0.00004879979,0.001214703,0.0001447833,0.0006619428,0.0002588939,0.0003472629,0.9840058],"genre_scores_gemma":[0.01072028,0.0001979012,0.001608202,0.0000239208,0.00007833383,5.108024e-8,0.0004230311,0.0006703111,0.9862779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05599194,"threshold_uncertainty_score":0.9994718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004479824397889842,"score_gpt":0.1712493028331252,"score_spread":0.1667694784352353,"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."}}