{"id":"W4235834017","doi":"10.21037/jtd.2019.02.75","title":"Uncharted territory","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004165056,0.0002059626,0.0003940938,0.0001601256,0.0001423252,0.000169189,0.0007676735,0.0004153521,0.0008708009],"category_scores_gemma":[0.0002428906,0.0001634792,0.0004274971,0.0001138907,0.0001669218,0.0005380166,0.0000415929,0.00151774,0.0001531355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277923,"about_ca_system_score_gemma":0.001310549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006426596,"about_ca_topic_score_gemma":0.00000659498,"domain_scores_codex":[0.9974738,0.0003113988,0.0004265047,0.0001684533,0.001248929,0.0003709288],"domain_scores_gemma":[0.9982295,0.00008122356,0.000933657,0.0002772156,0.0002612651,0.0002171342],"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":[0.00005733363,0.00001488752,0.0008402233,0.0001725845,0.00005877747,0.001019439,0.0006257218,0.000004349234,0.000003877675,0.00001591519,0.9956853,0.001501578],"study_design_scores_gemma":[0.00008730681,0.00003129141,0.001162014,0.0004909093,0.0001719721,0.000005708498,0.000141805,0.000001241507,0.000004466799,0.001179121,0.9965261,0.0001980458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00662038,0.001760782,0.00003072171,0.9729329,0.008142831,0.0002478299,0.0001772927,0.000029982,0.01005732],"genre_scores_gemma":[0.01922721,0.0005496116,0.0001679361,0.8582487,0.06057368,0.000003314301,0.00005372865,0.00007490363,0.06110095],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1146842,"threshold_uncertainty_score":0.9534659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674429694398171,"score_gpt":0.3256952169076245,"score_spread":0.3089509199636428,"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."}}