{"id":"W4385594466","doi":"10.59962/9780774832816-fm","title":"Front Matter","year":2016,"lang":"en","type":"paratext","venue":"University of British Columbia Press eBooks","topic":"Disability Rights and Representation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Ottawa","funders":"","keywords":"Front (military); Physics; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000160067,0.00007874276,0.0003049762,0.00002342385,0.0004296285,0.0002147096,0.0005145882,0.0003522239,0.05448058],"category_scores_gemma":[0.000008465759,0.0001437572,0.0001781531,0.0000106575,0.001543356,0.0001301319,0.0001413443,0.0001351599,0.002209429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198523,"about_ca_system_score_gemma":0.0002223574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8510193,"about_ca_topic_score_gemma":0.6808619,"domain_scores_codex":[0.9985693,0.000234664,0.000153961,0.0003675812,0.0003998998,0.0002746111],"domain_scores_gemma":[0.9991485,0.00006511172,0.0002011565,0.0002557983,0.0002032957,0.0001261074],"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":[0.00000765278,0.0000345863,0.0001161451,0.00007330268,0.00005062325,0.00001394567,0.001589507,3.342242e-7,0.000002972501,0.00007438885,0.9856775,0.01235902],"study_design_scores_gemma":[0.0003119777,0.00001325093,0.000787737,0.0002820018,0.00004694527,0.000001219687,0.0007420167,4.294963e-7,0.000001870176,0.0003880732,0.9972206,0.0002038413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001973705,0.0001341323,0.00009529325,0.00009702564,0.0009153468,0.000439164,0.0008568278,0.00002771621,0.9954608],"genre_scores_gemma":[0.004674729,0.0003668986,0.00008123759,0.00002787958,0.000224183,7.709842e-7,0.00003310989,0.00001346053,0.9945777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1701573,"threshold_uncertainty_score":0.9985675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752500171909559,"score_gpt":0.2367999616607056,"score_spread":0.21927495994161,"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."}}