{"id":"W6981221080","doi":"","title":"Do perceptions matter regarding the costs and benefits of a post-secondary education? : a summary report of the research program development of measures of perceived returns on investment from post-secondary education / prepared by Acumen Research Group.","year":2010,"lang":"en","type":"other","venue":"QSpace (Queen's University Library)","topic":"Environmental and Sediment Control","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Millennium Scholarship Foundation","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Durvalumab; Triacetin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005130463,0.0002771549,0.0004047941,0.0003389008,0.0002942516,0.0000353425,0.0009044475,0.0003024751,0.004592636],"category_scores_gemma":[0.00005719756,0.0002084401,0.0001330434,0.000397154,0.0014612,0.000363628,0.00104757,0.0008161643,0.00001489989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130489,"about_ca_system_score_gemma":0.0009388633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01926856,"about_ca_topic_score_gemma":0.001480987,"domain_scores_codex":[0.9967367,0.0007067681,0.00041476,0.0006394805,0.001176383,0.0003259074],"domain_scores_gemma":[0.9980352,0.0002119546,0.0005169513,0.0009781867,0.00007354814,0.0001841898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004211868,0.002197997,0.08413173,0.0002762688,0.0003156743,0.000004833488,0.009608331,0.00000217545,0.02168012,0.0001712548,0.8656053,0.01558514],"study_design_scores_gemma":[0.0006289239,0.0004030094,0.6589309,0.0009708421,0.00009084489,0.00000190199,0.01352231,4.382868e-7,0.00395633,0.0001385318,0.3210248,0.0003312035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8164393,0.0002881879,4.66806e-7,0.007152901,0.000123961,0.002527958,0.00045868,0.00002602529,0.1729825],"genre_scores_gemma":[0.5203435,0.0006788048,0.004260657,0.0003630673,0.00007344507,0.0000881217,0.0009562657,0.0001801029,0.473056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5747992,"threshold_uncertainty_score":0.9963173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288962688454494,"score_gpt":0.2402012243166151,"score_spread":0.2273115974320702,"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."}}