{"id":"W2573676901","doi":"10.1097/01.npr.0000511780.89991.a1","title":"Working together to make things better","year":2017,"lang":"en","type":"article","venue":"The Nurse Practitioner","topic":"Chaos, Complexity, and Education","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Passion; Criticism; Politics; Public relations; Process (computing); Sociology; Aesthetics; Political science; Psychology; Social psychology; Law; 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":[],"consensus_categories":[],"category_scores_codex":[0.008679325,0.002395959,0.001325585,0.002542241,0.02059812,0.02261589,0.003324693,0.006503561,0.1240603],"category_scores_gemma":[0.02335254,0.001114744,0.002252736,0.001139157,0.01067421,0.02387884,0.03599657,0.02052419,0.1088544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004020326,"about_ca_system_score_gemma":0.01107628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004659213,"about_ca_topic_score_gemma":0.006596171,"domain_scores_codex":[0.9794058,0.008776966,0.0006645451,0.002503779,0.004979848,0.003669043],"domain_scores_gemma":[0.9734929,0.001391311,0.001632876,0.001933479,0.004361297,0.01718805],"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":[0.00004023833,0.0003270444,0.002878634,0.0003790888,0.0001171417,0.0005982001,0.0564122,0.0001105228,0.001409456,0.01547931,0.8139973,0.1082508],"study_design_scores_gemma":[0.00001431933,0.0000756041,0.00102717,0.0004274032,0.00003310253,0.0005109727,0.02716857,0.00006499629,0.0002541737,0.009741258,0.9606199,0.00006259205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.02015999,0.007619869,0.03084578,0.4006091,0.03899168,0.0007854577,0.0003445862,0.003597156,0.4970464],"genre_scores_gemma":[0.1322687,0.00837001,0.02961218,0.2651477,0.008038194,0.0009565831,0.0009910427,0.002903282,0.5517123],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1240603,"threshold_uncertainty_score":0.4150231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05856572784779332,"score_gpt":0.3213118524783872,"score_spread":0.2627461246305939,"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."}}