{"id":"W4409908300","doi":"10.21983/p3.0098.1.17","title":"Of Associated Milieus","year":2015,"lang":"en","type":"book-chapter","venue":"Punctum Books","topic":"Bioethics and Human Rights Issues","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"History","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":[],"consensus_categories":[],"category_scores_codex":[0.0004047375,0.0003127888,0.0005099174,0.0001388579,0.00006674925,0.00007500908,0.001101794,0.0004890492,0.0001634647],"category_scores_gemma":[0.00002422909,0.0002376665,0.0001891433,0.00001613147,0.0002051907,0.00008653926,0.0003794908,0.0004844205,0.0001498553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007645634,"about_ca_system_score_gemma":0.0002548812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003271443,"about_ca_topic_score_gemma":0.0001254431,"domain_scores_codex":[0.9983436,0.00001823712,0.0003710417,0.0004203572,0.0006208056,0.0002259417],"domain_scores_gemma":[0.9982271,0.00006582411,0.0003537488,0.0008198415,0.000405817,0.0001277281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001900362,0.00001198996,7.114003e-7,0.00001832277,0.00006492448,0.00001600185,0.0003184862,4.482928e-7,0.000005191762,0.9828522,0.01322773,0.003482109],"study_design_scores_gemma":[0.0001343137,0.00007355605,0.00000633207,0.00007111046,0.00002244321,0.00000117169,8.976972e-7,0.00009614036,0.00007724756,0.490293,0.5090163,0.0002074888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001036644,0.001841319,0.001592408,0.0002918516,0.0005975736,0.0001512235,0.00002666998,0.0001475037,0.9953411],"genre_scores_gemma":[0.005601948,0.0000401934,0.001054407,0.0001678301,0.0001252168,0.000002898469,0.00001990489,0.00003576513,0.9929518],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4957886,"threshold_uncertainty_score":0.9691758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08136519826722706,"score_gpt":0.2680876780871181,"score_spread":0.1867224798198911,"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."}}