{"id":"W7017716025","doi":"","title":"Bisk, Vanderbilt University and The University of British Columbia Present Corporate Sustainability Certificate","year":2024,"lang":"en","type":"other","venue":"","topic":"Social and Demographic Issues in Germany","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Certificate; Sustainability; Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005818341,0.0001200183,0.0004357867,0.00006505243,0.0004177943,0.00001696122,0.0002772069,0.0004754172,0.005448198],"category_scores_gemma":[0.00004515055,0.0001388146,0.0001353193,0.0003648147,0.001482666,0.00002741098,0.0004640007,0.0006034609,0.00009580323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001051799,"about_ca_system_score_gemma":0.0002765765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4239747,"about_ca_topic_score_gemma":0.2744296,"domain_scores_codex":[0.9982621,0.0006892808,0.0001925074,0.0003909753,0.0001813871,0.0002837154],"domain_scores_gemma":[0.9987187,0.0002720122,0.0003382264,0.0003888368,0.0001884431,0.00009377643],"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":[0.00006188199,0.00002668649,0.007630986,0.001123991,0.000125987,0.00005375297,0.001111241,6.439132e-8,1.41654e-7,0.001730249,0.9874265,0.0007084903],"study_design_scores_gemma":[0.0009903071,0.00001383723,0.00615039,0.0002706401,0.0001891197,0.000001069223,0.01771373,0.00001802253,3.274884e-8,0.01718082,0.9573166,0.0001554587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004180626,0.002353051,0.0001250451,0.001897857,0.0008327771,0.002129301,0.000420006,0.0003707574,0.9876906],"genre_scores_gemma":[0.02351933,0.001585009,0.00003731439,0.00005483682,0.0001343844,0.000001390279,0.00001445712,0.0000821455,0.9745711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1495451,"threshold_uncertainty_score":0.9954609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06001640252648224,"score_gpt":0.3145862144039958,"score_spread":0.2545698118775135,"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."}}