{"id":"W1996606222","doi":"10.5206/wurjhns.2013-14.6","title":"Western Faculty Profile: Dr. Lisa Archibald","year":2013,"lang":"en","type":"article","venue":"Western Undergraduate Research Journal Health and Natural Sciences","topic":"Language Development and Disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Psychology; Linguistics; Medical education; Library science; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008239226,0.000546252,0.0006867432,0.001050316,0.003143871,0.002029349,0.001071999,0.002780167,0.5615162],"category_scores_gemma":[0.004829824,0.000411499,0.000256725,0.0006823097,0.0004659547,0.00169295,0.002272489,0.002624058,0.3235475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635826,"about_ca_system_score_gemma":0.004586802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013853,"about_ca_topic_score_gemma":0.02903597,"domain_scores_codex":[0.9995446,0.00003839368,0.00002180497,0.0000722469,0.0002142852,0.0001087685],"domain_scores_gemma":[0.9935289,0.0002478487,0.000156966,0.0001316086,0.002297743,0.003637022],"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":[0.000006191833,0.00001045319,0.00009070138,0.00001171763,2.709264e-7,0.00004269273,0.00002430084,0.00000403039,0.00003533039,0.00006299788,0.9942276,0.005483644],"study_design_scores_gemma":[0.00001115451,0.00002929977,0.001117583,0.00007842716,0.000001991919,0.0003271231,0.0004949817,0.00004671146,0.0001053113,0.0001510629,0.9976256,0.00001076932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004763376,0.008006111,0.001134848,0.37163,0.0628259,0.0006703348,0.003248665,0.003119897,0.544601],"genre_scores_gemma":[0.007283293,0.002350759,0.0002179171,0.0408396,0.005269782,0.0001355894,0.0004094868,0.0002661572,0.9432274],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5615162,"threshold_uncertainty_score":0.6254439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046445344679426,"score_gpt":0.4624862103770754,"score_spread":0.3578416759091329,"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."}}