{"id":"W4304196692","doi":"10.1515/9781845458362-toc","title":"Contents","year":2022,"lang":"en","type":"paratext","venue":"Berghahn Books","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002878579,0.001592827,0.00119063,0.003685354,0.002345356,0.007321188,0.001291077,0.001704322,0.8877586],"category_scores_gemma":[0.001595068,0.0007267198,0.0006223124,0.00452958,0.0006245137,0.003727707,0.002872357,0.001849094,0.8868902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720098,"about_ca_system_score_gemma":0.001652692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005925626,"about_ca_topic_score_gemma":0.009914672,"domain_scores_codex":[0.9995659,0.00004880459,0.0000154935,0.00006365914,0.0002440174,0.00006205124],"domain_scores_gemma":[0.9992418,0.0001405308,0.00002915807,0.0001122708,0.0002903031,0.000185943],"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":[0.00002854058,0.00004041236,0.00005668409,0.0001388042,0.000001982479,0.00002659511,0.00003284944,0.00007469068,0.0002521998,0.002987238,0.9273272,0.06903274],"study_design_scores_gemma":[0.000006762646,0.00001183226,0.0002203472,0.0001296861,0.000002529326,0.00003774643,0.00005338911,0.00004841873,0.0001202947,0.001083988,0.9982795,0.000005445907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001857906,0.0008753537,0.0003024095,0.0003184745,0.000741515,0.00005154586,0.002082487,0.0005708315,0.9948716],"genre_scores_gemma":[0.000294841,0.0004720564,0.0001057326,0.000102215,0.0001044997,0.00001901829,0.0009040593,0.0002436531,0.9977538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1122414,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04860212656360148,"score_gpt":0.2869406648669361,"score_spread":0.2383385383033346,"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."}}