{"id":"W4414790111","doi":"10.21900/j.alise.2025.2027","title":"Strengthening our Resolve","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ALISE Annual Conference","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Blueprint; Conversation; Position (finance); Generative grammar; Position paper; Frame (networking); Public policy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03517789,0.001609454,0.001818454,0.002636914,0.01187019,0.03077871,0.006651089,0.03257775,0.1142869],"category_scores_gemma":[0.1402521,0.0007599085,0.002110126,0.00170768,0.01374583,0.0293057,0.02126446,0.03174702,0.04647314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00908348,"about_ca_system_score_gemma":0.02601252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002966333,"about_ca_topic_score_gemma":0.002791544,"domain_scores_codex":[0.9504533,0.01550187,0.003394334,0.009932784,0.01368922,0.007028386],"domain_scores_gemma":[0.9273027,0.01838294,0.004121079,0.01136079,0.02663125,0.01220135],"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":[0.00003609137,0.00004403099,0.0004746386,0.0002508568,0.00003965623,0.0004889171,0.002350732,0.0000937867,0.0001959988,0.1675774,0.7798525,0.04859538],"study_design_scores_gemma":[0.00000723537,0.00001141971,0.00007832389,0.0003485336,0.00001049527,0.000198418,0.001907144,0.00007797472,0.00009948943,0.035845,0.9613997,0.00001619712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000869114,0.005695325,0.004639336,0.8298659,0.08517662,0.00009416803,0.0002582921,0.0003157459,0.07308552],"genre_scores_gemma":[0.05092807,0.007870247,0.01367879,0.7109502,0.05391396,0.0004071097,0.0008724535,0.0009270455,0.1604522],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1142869,"threshold_uncertainty_score":0.3823279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02857955326722325,"score_gpt":0.3151744546363758,"score_spread":0.2865949013691526,"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."}}