{"id":"W7024849270","doi":"","title":"State University of New York at Brockport STARS Report","year":2021,"lang":"en","type":"article","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Hyporeflexia; Articular cartilage damage; Diafiltration; TSG101; Fusible alloy","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"],"consensus_categories":[],"category_scores_codex":[0.0004432369,0.0002833428,0.0006294756,0.0001912179,0.0007140848,0.0001033601,0.0006826111,0.0002041196,0.0002821018],"category_scores_gemma":[0.0001558359,0.0003978092,0.000394524,0.0008602912,0.000627815,0.0009043172,0.0003037508,0.0001887152,0.00005302165],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224908,"about_ca_system_score_gemma":0.008385414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04479758,"about_ca_topic_score_gemma":0.00638979,"domain_scores_codex":[0.9965698,0.0002643936,0.0006547281,0.0007761474,0.001133428,0.0006015329],"domain_scores_gemma":[0.9962046,0.000182471,0.001040858,0.0009064752,0.0009148709,0.0007506813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006303383,0.0004460838,0.6028116,0.000723058,0.0005091295,0.008067274,0.1319636,0.0004800412,0.0005840866,0.000387481,0.2504256,0.002971767],"study_design_scores_gemma":[0.0008096992,0.0001457392,0.03237006,0.000182984,0.000155271,0.0002337866,0.284734,0.000004212091,0.0007126058,0.000208689,0.6799431,0.000499766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974239,0.000159142,0.0002556422,0.0003110589,0.001370007,0.0004940202,0.00008764555,0.0001977655,0.09970079],"genre_scores_gemma":[0.6004917,0.00001370862,0.0002160257,0.000005973612,0.00007204602,6.391093e-8,0.00007664444,0.0000161792,0.3991077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5704415,"threshold_uncertainty_score":0.9998474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01947095079741382,"score_gpt":0.2359893469479125,"score_spread":0.2165183961504987,"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."}}