{"id":"W2232302555","doi":"10.7748/ns2012.08.26.48.62.p9054","title":"My rocky road to a new life","year":2012,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001377836,0.0001328232,0.0001994693,0.000166802,0.0007587249,0.00003618625,0.0002063897,0.0001380514,0.004318322],"category_scores_gemma":[0.002100889,0.0001278018,0.00004280434,0.000413599,0.000041653,0.0004562039,0.00005715973,0.0006311832,0.004909663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243406,"about_ca_system_score_gemma":0.002161231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005129197,"about_ca_topic_score_gemma":0.00002058164,"domain_scores_codex":[0.9974524,0.0003550325,0.0003232799,0.0002248676,0.0006834652,0.0009609953],"domain_scores_gemma":[0.9979189,0.0001843258,0.000102706,0.0004116648,0.0002171201,0.00116528],"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":[0.0004815516,0.0001833612,0.1592613,0.00005283482,0.00001977298,8.67781e-7,0.05110104,0.000001906684,0.0002208016,0.001241733,0.5921877,0.1952471],"study_design_scores_gemma":[0.0006443533,0.0001011944,0.2100733,0.0003206751,0.00002334369,0.000003586112,0.01463343,0.000004139357,0.0001354274,0.0005495651,0.7733396,0.0001714112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7014248,0.002163563,0.007376226,0.05253029,0.01035022,0.001877106,0.00006499125,0.0003289096,0.2238839],"genre_scores_gemma":[0.9320244,0.0000308278,0.003719556,0.005509563,0.003813501,0.00009686127,0.00002205276,0.00008401161,0.05469928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2305996,"threshold_uncertainty_score":0.9965919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181696567002926,"score_gpt":0.5504409822728443,"score_spread":0.4322713255725518,"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."}}