{"id":"W2165424710","doi":"10.1002/j.2048-7940.2004.tb00331.x","title":"Factors Affecting Membership in Specialty Nursing Organizations","year":2004,"lang":"en","type":"article","venue":"Rehabilitation Nursing","topic":"Nursing Education, Practice, and Leadership","field":"Nursing","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Reseau canadien de recherche respiratoire","keywords":"Specialty; Workforce; Affect (linguistics); Nursing; Descriptive statistics; Psychology; Medical education; Medicine; Public relations; Family medicine; Political science","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"],"consensus_categories":[],"category_scores_codex":[0.0009036621,0.0003338909,0.0003449104,0.000714188,0.0005849035,0.0002141542,0.0002152576,0.0002263998,0.000128601],"category_scores_gemma":[0.004031414,0.0003723532,0.0001122472,0.002239923,0.0003692054,0.001153327,0.00000320747,0.0005347574,0.00005662026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129708,"about_ca_system_score_gemma":0.0002736102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001919125,"about_ca_topic_score_gemma":0.000234993,"domain_scores_codex":[0.9970887,0.0004923219,0.0006311113,0.0006258892,0.0005005496,0.0006614123],"domain_scores_gemma":[0.9971653,0.001642202,0.0002825578,0.0004335441,0.0002878138,0.0001886232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003323617,0.003415081,0.1204779,0.0002631753,0.00002516121,0.00000274489,0.8211079,0.007553642,0.005230736,0.0157338,0.001343893,0.02451365],"study_design_scores_gemma":[0.002060575,0.0005282291,0.6667738,0.003898252,0.0001362574,0.00002395876,0.2541382,0.0001300075,0.008265449,0.06275111,0.0004470307,0.0008471532],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954519,0.0002272293,0.0016232,0.03082996,0.005376694,0.0006723547,0.000002857932,0.0003424686,0.006406245],"genre_scores_gemma":[0.9915429,0.000001408585,0.007410169,0.0001742406,0.0006567194,0.000008314567,0.00005437075,0.00009575429,0.00005611916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5669697,"threshold_uncertainty_score":0.9998729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282645133601795,"score_gpt":0.3382123593286256,"score_spread":0.3099478459684461,"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."}}