{"id":"W3208494717","doi":"10.5281/zenodo.2611708","title":"CamDavidsonPilon/lifelines: v0.20.4","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Model Reduction and Neural Networks","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002589894,0.003474793,0.002047604,0.001719812,0.0009487614,0.003551098,0.006604259,0.002712781,0.3789172],"category_scores_gemma":[0.01210683,0.003539598,0.003496906,0.001711503,0.0006570153,0.003945583,0.003333417,0.004862754,0.4022109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635889,"about_ca_system_score_gemma":0.002211149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008040787,"about_ca_topic_score_gemma":0.009695937,"domain_scores_codex":[0.9989991,0.0001481816,0.00008530982,0.0003004974,0.0003278266,0.0001391952],"domain_scores_gemma":[0.9966224,0.001034757,0.0001821494,0.001100833,0.0008396448,0.0002202042],"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":[0.0001314787,0.00003650954,0.0008294288,0.000524919,0.00007970905,0.00005768624,0.00008992278,0.001663655,0.0008750093,0.002166647,0.9772754,0.01626942],"study_design_scores_gemma":[0.0004246506,0.00006616629,0.001930717,0.0002926438,0.00007379519,0.0001865277,0.0000510563,0.0241345,0.01002744,0.01568017,0.9469745,0.0001578391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007929812,0.0002328051,0.04866724,0.00038693,0.000327244,0.00008570009,0.107886,0.8325421,0.009079041],"genre_scores_gemma":[0.009778218,0.000348396,0.05109506,0.001100659,0.0001644842,0.0008872245,0.1922901,0.7226552,0.0216807],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3789172,"threshold_uncertainty_score":0.8858993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493311218035597,"score_gpt":0.2406158842198657,"score_spread":0.2156827720395098,"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."}}