{"id":"W7061846609","doi":"","title":"Respice, circumspice, prospice; look back, look around, look ahead : a historical analysis on home economics","year":2015,"lang":"en","type":"dissertation","venue":"CSUN ScholarWorks (California State University, Northridge)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"PricewaterhouseCoopers (Canada)","funders":"","keywords":"Look-ahead; Work (physics); Key (lock)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001063286,0.00125716,0.001867589,0.002821985,0.0008789874,0.0006886667,0.001807676,0.0007505943,0.001347488],"category_scores_gemma":[0.00003281545,0.001448529,0.001334075,0.002846655,0.0001478247,0.0007874898,0.00037912,0.0039165,0.00323262],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004473021,"about_ca_system_score_gemma":0.002243032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289964,"about_ca_topic_score_gemma":0.002640006,"domain_scores_codex":[0.9934087,0.000481082,0.00107027,0.002070408,0.001104845,0.001864635],"domain_scores_gemma":[0.9948056,0.0001867253,0.0009893229,0.001670703,0.001102535,0.001245118],"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":[0.01203694,0.006194354,0.7504708,0.00102423,0.01971945,0.0005414167,0.0029622,0.02386398,0.0002261991,0.01620661,0.05332357,0.1134303],"study_design_scores_gemma":[0.009587787,0.001435211,0.02033958,0.0003926485,0.004354603,0.000005069568,0.004925661,0.004395475,0.0002357471,0.006316617,0.9427368,0.005274808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9340863,0.0008132691,0.002058285,0.0002683368,0.0009415395,0.001734417,0.002422832,0.0001882911,0.05748672],"genre_scores_gemma":[0.7560585,0.0006673097,0.0002788457,0.000146004,0.0009133542,0.00004249882,0.01551568,0.0003381598,0.2260396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8894132,"threshold_uncertainty_score":0.9995654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584095345519378,"score_gpt":0.2554214724048464,"score_spread":0.2395805189496526,"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."}}