{"id":"W6964747312","doi":"10.26126/intervals.3srlzy","title":"Lung function (contrast)","year":2018,"lang":"en","type":"dataset","venue":"INTERVALS","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lung function; Cigarette smoke; COPD; Respiratory system; Plethysmograph; Respiratory physiology; Lung","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":[0.00014552,0.0001351832,0.0001644389,0.00002262366,0.0001488915,0.00001465713,0.0002705214,0.0001991073,0.02639538],"category_scores_gemma":[0.00004223323,0.0001142403,0.00007655571,0.00004615339,0.0002639355,0.00007069302,0.0004990463,0.0001555959,0.01415289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001027937,"about_ca_system_score_gemma":0.000002875383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003905746,"about_ca_topic_score_gemma":0.002448965,"domain_scores_codex":[0.9992874,0.00004147861,0.000120076,0.0002607449,0.0001125102,0.0001778015],"domain_scores_gemma":[0.9996322,0.00003481374,0.00008612067,0.0002058139,0.000006278888,0.00003473648],"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":[0.00001886718,0.00002969704,0.004606924,0.00001034835,0.00006360962,0.000007907679,0.00001362362,2.40984e-7,0.000006450135,1.76277e-7,0.995107,0.0001351622],"study_design_scores_gemma":[0.00008942799,0.0001309504,0.01550542,0.0000157299,0.00009647511,0.000002267707,0.00001091146,0.000001397051,0.00001508419,0.00003928501,0.9839673,0.0001257487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001643263,0.00005153426,0.000007721806,0.0001963667,0.001246854,0.000113894,0.9952824,0.00002280337,0.001435236],"genre_scores_gemma":[0.001082101,0.00009462261,0.00002267648,0.001969777,0.0002826203,0.00001120746,0.9943414,0.00000441109,0.002191133],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01224249,"threshold_uncertainty_score":0.9866147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01378823544021594,"score_gpt":0.2356211199162786,"score_spread":0.2218328844760626,"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."}}