{"id":"W4390331433","doi":"10.1109/mvt.2023.3315464","title":"Don't Forget to Renew Your Membership!","year":2023,"lang":"en","type":"article","venue":"IEEE Vehicular Technology Magazine","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Government of Canada","keywords":"Telecommunications; Computer science; Business; Engineering; Computer security","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[],"category_scores_codex":[0.0006994762,0.0003051958,0.0003430741,0.0013456,0.0002738476,0.00007039043,0.0006158907,0.0005323651,0.00005151948],"category_scores_gemma":[0.0006340633,0.000318192,0.0001104995,0.003209176,0.0001986215,0.000219783,0.00002940401,0.0006108505,0.003095614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456133,"about_ca_system_score_gemma":0.00006571614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000516365,"about_ca_topic_score_gemma":0.0001661092,"domain_scores_codex":[0.9976526,0.0001137253,0.0003643019,0.0006640838,0.0003604052,0.0008448075],"domain_scores_gemma":[0.9983885,0.0001296402,0.0001382418,0.0009867379,0.0001755311,0.0001814064],"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":[0.0004291242,0.0004665425,0.01322236,0.0002061752,0.0001787877,0.0002055307,0.004039719,0.0005083783,0.211215,0.002408321,0.7274281,0.0396919],"study_design_scores_gemma":[0.0009916952,0.0004907155,0.006368774,0.0001725893,0.0001845949,0.0002084122,0.00313619,0.0003171481,0.09669951,0.01397494,0.8767104,0.0007449939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7175456,0.0003889822,0.0002724476,0.2694229,0.005908641,0.0005655635,0.000007289979,0.003100659,0.002787971],"genre_scores_gemma":[0.9819936,0.00002578615,0.002800217,0.002987449,0.0007967562,0.0001385832,0.0000604365,0.0001362686,0.01106089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2664354,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03285501628998224,"score_gpt":0.3186023621352468,"score_spread":0.2857473458452646,"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."}}