{"id":"W7003015034","doi":"","title":"Difficult Music","year":2013,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wife; Reflexive pronoun; Construct (python library); Love story; Set (abstract data type)","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":[],"consensus_categories":[],"category_scores_codex":[0.0001627239,0.000191282,0.0002902116,0.0002243671,0.0003589323,0.00003230647,0.004285465,0.0002487734,0.0000709174],"category_scores_gemma":[0.00004592117,0.0001805459,0.0001685442,0.0005285047,0.0001672324,0.0002950428,0.000430971,0.0003614203,0.0003325626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008126988,"about_ca_system_score_gemma":0.0001252605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003492942,"about_ca_topic_score_gemma":0.0001649561,"domain_scores_codex":[0.998911,0.00006120628,0.0001254612,0.0003431973,0.0003346193,0.0002245279],"domain_scores_gemma":[0.9980969,0.00009776183,0.0003744832,0.001135759,0.0002545283,0.00004050199],"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":[0.00009288104,0.00028966,0.00005238505,0.0005690499,0.0004613384,0.0001192506,0.04968385,0.0002405306,0.129672,0.1522934,0.5055309,0.1609947],"study_design_scores_gemma":[0.002895303,0.0009877828,0.3639216,0.0009379649,0.000763482,0.00006926749,0.04550569,0.03125134,0.004462726,0.02989735,0.5151072,0.00420029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9403549,0.00122309,0.02508312,0.003023376,0.002558151,0.0006453477,0.000006544946,0.001635223,0.02547018],"genre_scores_gemma":[0.9665741,0.00006484679,0.01062674,0.00002687605,0.00004232355,2.85027e-7,0.00003612006,0.00001270334,0.02261597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3638692,"threshold_uncertainty_score":0.7963532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565878157314137,"score_gpt":0.2000126223749122,"score_spread":0.1843538408017708,"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."}}