{"id":"W7037608134","doi":"","title":"Edgefield County 2021-2022 Piedmont Technical College annual report","year":2023,"lang":"en","type":"article","venue":"The South Carolina State Library Digital Collections (South Carolina State Library)","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Annual report; Technical report; Affect (linguistics); Statistical analysis; Quarter (Canadian coin)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006513887,0.0004532149,0.0001764658,0.001849876,0.001304252,0.002089534,0.0008561397,0.0008367415,0.1487348],"category_scores_gemma":[0.00228362,0.0002599898,0.0002155771,0.001800104,0.0001737531,0.0006484576,0.0009411004,0.0009259979,0.07608373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00262699,"about_ca_system_score_gemma":0.009719545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1620689,"about_ca_topic_score_gemma":0.2678344,"domain_scores_codex":[0.9991985,0.00004497095,0.00001801011,0.00007659425,0.000446946,0.0002150992],"domain_scores_gemma":[0.99795,0.0001858265,0.00007181659,0.00007561531,0.001148716,0.0005679944],"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":[0.00002301472,0.00003078731,0.001111874,0.00002832176,0.000001320566,0.00002147945,0.00001972231,0.00004604052,0.00008722078,0.0004463526,0.9804422,0.01774161],"study_design_scores_gemma":[0.000006801758,0.00001513893,0.01073358,0.00004295708,0.000002243521,0.00001932318,0.0001423467,0.00008090182,0.0002346486,0.00006672742,0.9886488,0.00000641243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01742839,0.00154867,0.001315202,0.01230092,0.003799974,0.0006800974,0.1595911,0.002258102,0.8010776],"genre_scores_gemma":[0.01172979,0.0007065819,0.0009396698,0.001915466,0.0002456197,0.0003259711,0.04744055,0.0002911758,0.9364052],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1620689,"threshold_uncertainty_score":0.4975674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01065675874950138,"score_gpt":0.2286197120672755,"score_spread":0.2179629533177741,"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."}}