{"id":"W1497808499","doi":"","title":"LibGuides: Theses: Theses Home","year":2011,"lang":"en","type":"libguides","venue":"","topic":"Engineering and Information Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001475243,0.001223,0.0010066,0.004229277,0.004502892,0.01064717,0.001785914,0.00153226,0.7923862],"category_scores_gemma":[0.008140652,0.0008738188,0.0006004225,0.009409633,0.001305486,0.003977705,0.003287403,0.002481923,0.6797415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003983655,"about_ca_system_score_gemma":0.01452581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05820585,"about_ca_topic_score_gemma":0.1794629,"domain_scores_codex":[0.9989931,0.0001240798,0.00004759349,0.0001041475,0.0005709782,0.0001599782],"domain_scores_gemma":[0.9930339,0.000687533,0.0002261254,0.0007266655,0.002926965,0.00239894],"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":[0.00001001387,0.00001744043,0.0001197854,0.00009147573,0.000001413607,0.0000275438,0.0001189138,0.00002379744,0.00005010951,0.002639284,0.9764251,0.02047514],"study_design_scores_gemma":[0.00000455865,0.000003786447,0.00036302,0.0001046387,0.000001176941,0.00002081647,0.0001744518,0.00001548269,0.00005548379,0.0007398037,0.9985123,0.000004361933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005755829,0.002196328,0.0009184027,0.007288397,0.00267025,0.00009398418,0.02359607,0.007269062,0.9553919],"genre_scores_gemma":[0.001843484,0.002184154,0.0007982258,0.0004678358,0.0003690163,0.00006538201,0.007758704,0.002749645,0.9837636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7923862,"threshold_uncertainty_score":0.2961358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235068351880196,"score_gpt":0.2224788174582911,"score_spread":0.2001281339394892,"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."}}