{"id":"W7132980356","doi":"","title":"Front Matter","year":2015,"lang":"en","type":"article","venue":"TSpace","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto","keywords":"","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000426775,0.002212891,0.0009437006,0.001949138,0.002344488,0.007792594,0.001112277,0.002501089,0.9401965],"category_scores_gemma":[0.001321099,0.0004847899,0.0006945996,0.001618616,0.001257009,0.00249999,0.00225484,0.001714373,0.9069689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008793582,"about_ca_system_score_gemma":0.001451453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326438,"about_ca_topic_score_gemma":0.006046112,"domain_scores_codex":[0.9996945,0.0000164341,0.00000908329,0.0001230483,0.00007762155,0.00007941698],"domain_scores_gemma":[0.9994717,0.00008517309,0.00002443706,0.00004706101,0.0001087669,0.0002629086],"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":[0.0001408387,0.0001346419,0.0005099166,0.0002087551,0.00001632181,0.0001860575,0.0001021775,0.0002356964,0.001957609,0.009263084,0.7928061,0.1944389],"study_design_scores_gemma":[0.00002593248,0.00003869017,0.0006140979,0.0001370164,0.000009049888,0.0001564918,0.0001709524,0.0001862841,0.0005036615,0.00169318,0.9964573,0.000007225171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009768144,0.0004098926,0.0005185191,0.001016368,0.001646183,0.00002875593,0.001067277,0.0006061906,0.9937299],"genre_scores_gemma":[0.002277016,0.0002772852,0.0002677665,0.0003218988,0.0001425353,0.000008320194,0.0005856227,0.0001832792,0.9959362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05980349,"threshold_uncertainty_score":0.08530235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04870686062694484,"score_gpt":0.342245763776263,"score_spread":0.2935389031493181,"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."}}