{"id":"W4392325719","doi":"10.51644/9781554589456-toc","title":"Contents","year":2014,"lang":"en","type":"paratext","venue":"","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002082186,0.0001188641,0.0002828972,0.00003361166,0.0000166509,0.000009970165,0.00004876308,0.00009775515,0.05566924],"category_scores_gemma":[0.000004514969,0.0000812428,0.0001153827,0.00002275871,0.00001406401,0.00001010765,0.00003683628,0.0001897718,0.0436881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003261562,"about_ca_system_score_gemma":0.00002229115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000343646,"about_ca_topic_score_gemma":0.000004666034,"domain_scores_codex":[0.9994799,0.00000972864,0.0001179949,0.0001419382,0.0001310846,0.0001193045],"domain_scores_gemma":[0.9995916,0.00001407067,0.00003268718,0.0002365203,0.00002976927,0.00009536478],"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":[0.00003726101,0.00003129155,0.00004093304,0.00008047271,0.00005371138,0.00001829202,0.000003035705,5.681881e-8,0.00008835964,0.00005517874,0.9981053,0.001486133],"study_design_scores_gemma":[0.0006495566,0.0001639736,0.0000865559,0.0001016798,0.00007471411,0.00005362075,0.000006745464,0.000007158759,0.000235798,0.000001971039,0.9985275,0.00009074416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00103761,0.000879537,0.0001724997,0.002656673,0.001483132,0.000173567,0.00001850719,0.00001824756,0.9935603],"genre_scores_gemma":[0.03081177,0.0001478365,0.00008885011,0.02540117,0.0008942885,0.00000933842,0.0006116851,0.00002113483,0.9420139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05154629,"threshold_uncertainty_score":0.9570565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021446532517853,"score_gpt":0.3027515646867809,"score_spread":0.2725370993616024,"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."}}