{"id":"W7048598619","doi":"","title":"Lawrence University Cited in 2014 “Fiske Guide to Colleges”","year":2013,"lang":"en","type":"article","venue":"Lux Scholarship And Creativity At Lawrence University (Lawrence University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CITES; Listing (finance); Inclusion (mineral); Higher education; Liberal arts education; Best practice","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000462048,0.0004631819,0.0005181559,0.00106521,0.0009735244,0.0001580128,0.001278773,0.0002051359,0.02639763],"category_scores_gemma":[0.00006461883,0.0005895858,0.00015313,0.002403846,0.0005656538,0.0009986454,0.001510328,0.0007003697,0.0004774981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003549774,"about_ca_system_score_gemma":0.0003646588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01865084,"about_ca_topic_score_gemma":0.007733556,"domain_scores_codex":[0.9965029,0.0005878083,0.0002475987,0.001135728,0.0005976135,0.0009284017],"domain_scores_gemma":[0.9974009,0.0004278754,0.0001804471,0.0007060412,0.0004496261,0.0008351243],"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":[0.0005257518,0.0006230996,0.8869931,0.0000645145,0.0001226127,0.000491433,0.001233321,0.00007334905,0.006432005,0.06497514,0.01211567,0.02634998],"study_design_scores_gemma":[0.003261803,0.0003202383,0.3316898,0.0002096562,0.00009792866,0.000004487353,0.008430427,0.0004935484,0.0009288469,0.0002202897,0.6532724,0.00107058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7529591,0.00001426356,0.0009909266,0.001465342,0.00006049424,0.0008447539,0.0001465758,0.00009554896,0.243423],"genre_scores_gemma":[0.7986236,0.0001064847,0.0008896284,0.00009247437,0.00002938592,9.904414e-7,0.00004389276,0.00001505522,0.2001985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6411567,"threshold_uncertainty_score":0.9996555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212051028532108,"score_gpt":0.223472287852827,"score_spread":0.2113517775675059,"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."}}