{"id":"W4412621775","doi":"10.59350/68e47-mpt90","title":"PKP Fall 2016 Sprint Report","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sprint; Aeronautics; Environmental science; Engineering; Medicine; Physical therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01543077,0.001529066,0.001189009,0.003167022,0.003811842,0.007342778,0.002028701,0.002397523,0.2363153],"category_scores_gemma":[0.02935861,0.0006328546,0.000989898,0.002555279,0.0006994048,0.003699186,0.008196438,0.003015957,0.2240375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003320698,"about_ca_system_score_gemma":0.01868286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02173153,"about_ca_topic_score_gemma":0.01895083,"domain_scores_codex":[0.9880873,0.001197171,0.0006890129,0.00110457,0.007742312,0.001179639],"domain_scores_gemma":[0.9569196,0.00199793,0.000856376,0.002988214,0.02719555,0.01004238],"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":[0.0001940218,0.0001105125,0.0004411835,0.0001055196,0.000004496028,0.00004861373,0.00006830652,0.00008332544,0.0002786463,0.0006352543,0.9840063,0.0140238],"study_design_scores_gemma":[0.00004330166,0.00009196329,0.001536201,0.0001216698,0.000004848864,0.00004234192,0.0001713024,0.0001979637,0.0005109116,0.0005867042,0.9966799,0.00001286477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01152711,0.004691566,0.01806837,0.07533681,0.08775233,0.007249257,0.2416684,0.01654308,0.5371631],"genre_scores_gemma":[0.02500155,0.002813859,0.008992405,0.005545901,0.006342491,0.003683007,0.226781,0.004618817,0.7162209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7636847,"threshold_uncertainty_score":0.7905533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08052969692518908,"score_gpt":0.4749323865812631,"score_spread":0.394402689656074,"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."}}