{"id":"W3127058304","doi":"","title":"The Company He Keeps","year":2021,"lang":"en","type":"article","venue":"Revue CMC","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005291871,0.00003892675,0.00008084255,0.000004882936,0.00008777263,0.00001643485,0.00003820359,0.00001428125,0.0002181243],"category_scores_gemma":[0.00002508822,0.00002557792,0.00006156123,0.00006375841,0.00001749327,0.00001373256,0.00004331298,0.00009413145,0.00009491218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002291352,"about_ca_system_score_gemma":0.00002190862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002346047,"about_ca_topic_score_gemma":0.0000383336,"domain_scores_codex":[0.9996606,0.00001792693,0.00007468932,0.00007761708,0.00005958094,0.0001095977],"domain_scores_gemma":[0.9996133,0.00005750074,0.00001352478,0.0002402562,0.00002500834,0.00005040858],"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":[0.0003094378,0.0006596454,0.05127113,0.0004788078,0.0004535965,0.004618795,0.0009204356,0.000007511977,0.02895908,0.03242745,0.6881174,0.1917767],"study_design_scores_gemma":[0.0003439207,0.0000450183,0.0133264,0.00005792032,0.00004837059,0.0004168793,0.0001860337,0.00007586421,0.00110929,0.0001220964,0.9842266,0.00004159505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7706487,0.0198405,0.0001150099,0.1490813,0.0008901957,0.0002258265,0.000009103507,0.00007386364,0.05911551],"genre_scores_gemma":[0.9838814,0.0004678463,0.0002235982,0.005732006,0.0005078579,0.000006513441,0.00002469897,0.000009376849,0.00914677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2961092,"threshold_uncertainty_score":0.2388308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414493682609969,"score_gpt":0.2734126194240243,"score_spread":0.2492676825979246,"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."}}