{"id":"W2260670875","doi":"","title":"A Curious Traveler's Guide to Uni 101","year":2009,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"American and British Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer 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":[0.003142555,0.00183631,0.001659583,0.008111846,0.005885615,0.006449056,0.001585914,0.00284125,0.09629315],"category_scores_gemma":[0.009864917,0.0009637608,0.0007940423,0.007096993,0.004417334,0.01007899,0.005089232,0.007959442,0.06158051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003370729,"about_ca_system_score_gemma":0.004808027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0164708,"about_ca_topic_score_gemma":0.04944846,"domain_scores_codex":[0.9982105,0.0008322613,0.0002035761,0.0001284089,0.0004405109,0.000184642],"domain_scores_gemma":[0.9946496,0.002963982,0.0001268477,0.0004441565,0.00143835,0.0003769955],"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":[0.00000666496,0.0000149559,0.00006174178,0.00009378842,0.00000294469,0.00004992512,0.001051108,0.00003289606,0.0000596545,0.04602966,0.9043102,0.04828649],"study_design_scores_gemma":[0.00000209662,0.000003789771,0.0001222425,0.0001901331,0.000001746852,0.00007410136,0.0006505565,0.00005989321,0.00003222107,0.01217165,0.9866854,0.000006087304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001266855,0.1158179,0.08247505,0.1567401,0.04451871,0.0003948539,0.003151915,0.004688067,0.5909466],"genre_scores_gemma":[0.009359832,0.03040915,0.02730724,0.02190877,0.01130343,0.0009075447,0.001049689,0.002827503,0.8949269],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09629315,"threshold_uncertainty_score":0.3221327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01192895740013078,"score_gpt":0.2325189292334477,"score_spread":0.2205899718333169,"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."}}