{"id":"W4255993446","doi":"10.1891/106137402780955039","title":"Use of the Edmonton Research Orientation Scale With Nurses","year":2002,"lang":"en","type":"article","venue":"Journal of Nursing Measurement","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Construct (python library); Psychology; Research design; Construct validity; Internal consistency; Consistency (knowledge bases); Nursing research; Medical education; Nursing; Applied psychology; Psychometrics; Medicine; Clinical psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005836413,0.00005776959,0.0001394578,0.0002126373,0.0007759836,0.00002037875,0.0002250385,0.00004975493,0.0001605346],"category_scores_gemma":[0.001194979,0.00003132328,0.00004033226,0.0006925621,0.0002251614,0.0003248586,0.00001121096,0.0006867109,0.00001371141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137418,"about_ca_system_score_gemma":0.0009633504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488095,"about_ca_topic_score_gemma":0.0001396621,"domain_scores_codex":[0.9947945,0.001292755,0.0005407095,0.00009706203,0.002835677,0.0004392392],"domain_scores_gemma":[0.9956848,0.0002820473,0.0004309359,0.0002094257,0.003181196,0.0002115742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006326683,0.001831877,0.1845273,0.0003250685,0.00004213876,0.000002988749,0.09131577,0.0002291158,0.02189974,0.000185005,0.6074764,0.09153188],"study_design_scores_gemma":[0.001531307,0.002039368,0.8830859,0.01075599,0.00004971283,0.00002899736,0.04102685,0.0006655598,0.004763893,0.000644486,0.05525853,0.0001494122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772061,0.0003880217,0.0002415032,0.01552064,0.002410448,0.0006214955,0.000001169197,0.000004415859,0.003606256],"genre_scores_gemma":[0.9979144,0.00008484178,0.0008147354,0.00009959715,0.0003710485,0.000008789566,1.35924e-7,0.000006987232,0.0006994635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6985586,"threshold_uncertainty_score":0.5968317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7526269394517626,"score_gpt":0.5780355408410975,"score_spread":0.1745913986106651,"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."}}