{"id":"W3012373608","doi":"10.14740/cr1039","title":"Let Us Do Not Forget Durability","year":2020,"lang":"en","type":"editorial","venue":"Cardiology Research","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Durability; Composite material; Materials 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006184325,0.0003208472,0.001955506,0.000427646,0.0004209089,0.0001941887,0.001171463,0.001091121,0.001471387],"category_scores_gemma":[0.00698193,0.0003614886,0.0004953191,0.0003695625,0.001143987,0.0001294534,0.001148557,0.002006941,0.03716311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004740065,"about_ca_system_score_gemma":0.0002295286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001605795,"about_ca_topic_score_gemma":0.000008333142,"domain_scores_codex":[0.9959167,0.0001965562,0.000834014,0.001806663,0.0001919501,0.001054116],"domain_scores_gemma":[0.9968225,0.001300814,0.0002476977,0.001064065,0.0003312108,0.0002337118],"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":[0.00006238028,0.00001212851,0.003709641,0.00008112614,0.0003374354,0.00003816325,0.0001650978,0.000008845643,0.000001252445,0.004266312,0.9911951,0.0001225334],"study_design_scores_gemma":[0.0004029776,0.000088443,0.0008111539,0.00001070718,0.00001008259,0.000001443036,0.0001564382,0.00001908807,0.000002355324,0.003515613,0.9946526,0.0003290568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006010856,0.002614821,0.0000156264,0.0005798714,0.6676624,0.0003460938,0.005984997,0.00004580127,0.3221492],"genre_scores_gemma":[0.0121968,0.00271326,0.00006019096,0.0001098109,0.830807,0.0002214814,0.0004911051,0.00008279976,0.1533175],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1688318,"threshold_uncertainty_score":0.9998837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.147847638903967,"score_gpt":0.3279168971527576,"score_spread":0.1800692582487906,"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."}}