{"id":"W4213419999","doi":"10.1007/978-3-030-95439-0_16","title":"The End of the LSMW","year":2022,"lang":"en","type":"book-chapter","venue":"Perspectives on the history of chemistry","topic":"Folklore, Mythology, and Literature Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medical school; Haven; Institution; Medical education; Medicine; Sociology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003076272,0.0003726041,0.0003912376,0.0008584555,0.004420021,0.008629916,0.0008055976,0.004667971,0.03424132],"category_scores_gemma":[0.005770283,0.0002084531,0.0003475379,0.0006509992,0.01149454,0.0105326,0.005356966,0.008393881,0.007384169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004785429,"about_ca_system_score_gemma":0.003508742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004131933,"about_ca_topic_score_gemma":0.007828586,"domain_scores_codex":[0.9977947,0.001103032,0.00005400159,0.00024891,0.0004956512,0.0003037014],"domain_scores_gemma":[0.9982674,0.0007058938,0.00006134986,0.0002911915,0.0003837051,0.0002904008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001154692,0.00001053779,0.00004175572,0.00001799462,0.000001039235,0.00003037147,0.001353642,0.00002843346,0.00006711629,0.9453838,0.04061569,0.01243811],"study_design_scores_gemma":[0.000004432306,0.000009583254,0.0001369492,0.0001200097,0.000001050717,0.00003010722,0.0009968487,0.00006011703,0.00009956681,0.2374763,0.7610596,0.000005379549],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006183923,0.01620595,0.005097616,0.1679882,0.007067117,0.00001829178,0.0001418357,0.0001348774,0.7971622],"genre_scores_gemma":[0.2111825,0.00691614,0.003456735,0.06046204,0.006252643,0.0001184415,0.0001751461,0.00040628,0.7110301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03424132,"threshold_uncertainty_score":0.1145486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019517227378033,"score_gpt":0.1976402284057376,"score_spread":0.1781230010277046,"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."}}