{"id":"W4250462542","doi":"10.5864/d2012-009","title":"Branch Updates","year":2012,"lang":"en","type":"article","venue":"Environmental Health Review","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001222821,0.0002049615,0.000423884,0.00002719003,0.0001421622,0.000004972869,0.0001592846,0.00003134934,0.01057984],"category_scores_gemma":[0.00001313913,0.0001807689,0.0001025362,0.0001221041,0.00007599792,0.0002996159,0.00008636017,0.0001689382,0.1420464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000479253,"about_ca_system_score_gemma":0.00001954578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001477048,"about_ca_topic_score_gemma":0.000001485843,"domain_scores_codex":[0.9979051,0.0002934307,0.0004806611,0.0002226069,0.0003323724,0.000765822],"domain_scores_gemma":[0.9987841,0.00002785014,0.0002146258,0.0004425803,8.767537e-7,0.0005299191],"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":[0.00001053361,0.001051951,0.07419344,0.008871195,0.00003545104,0.00000155065,0.000358128,3.499502e-7,0.0006539116,0.0005107102,0.4622814,0.4520314],"study_design_scores_gemma":[0.0001458185,0.00003839811,0.04372045,0.001144228,0.00001785937,0.00004003112,0.000009574624,7.05427e-7,0.00008093305,0.00001541814,0.954614,0.0001725955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0136179,0.9805996,0.00001450094,0.001864907,0.0002025846,0.001043057,0.0001059417,0.00009700096,0.002454458],"genre_scores_gemma":[0.5589837,0.415406,0.0006220517,0.02331747,0.00024564,0.0001154213,0.0002605784,0.0001100284,0.0009390499],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5651937,"threshold_uncertainty_score":0.9903246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03208435616142905,"score_gpt":0.3355481678933149,"score_spread":0.3034638117318858,"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."}}