{"id":"W2762598403","doi":"10.1111/ijn.12607","title":"Conducting research through cross national collaboration","year":2017,"lang":"en","type":"article","venue":"International Journal of Nursing Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Process (computing); Nursing research; Nursing practice; Health care; Nursing; Public relations; Medical education; Knowledge management; Psychology; Engineering ethics; Medicine; Political science; Engineering; Computer science","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01472461,0.000075158,0.0001342398,0.0002845867,0.003391124,0.0005876047,0.001121871,0.0001186799,0.0001833163],"category_scores_gemma":[0.07361435,0.00006642973,0.00004324187,0.0001971263,0.0004172501,0.006081702,0.00008941456,0.001446302,0.0002135413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638383,"about_ca_system_score_gemma":0.005237381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000304762,"about_ca_topic_score_gemma":0.00002400955,"domain_scores_codex":[0.9944063,0.001232489,0.0007771687,0.0001742012,0.002969967,0.0004398452],"domain_scores_gemma":[0.9730273,0.003742561,0.001706882,0.0002117305,0.02112995,0.0001815416],"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":[0.002769532,0.001384132,0.02561082,0.00007562979,0.0002374145,0.0001407451,0.08510882,0.0002351845,0.004097665,0.07355879,0.7711915,0.0355898],"study_design_scores_gemma":[0.002360194,0.0003820004,0.04631514,0.001684177,0.00001827883,0.0003713185,0.07370504,0.0004461472,0.000660977,0.04629979,0.8275583,0.0001986695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2846231,0.0003234429,0.001933828,0.3484999,0.03333218,0.0005075847,0.00002076622,0.00002145278,0.3307377],"genre_scores_gemma":[0.9843481,0.00020191,0.00688806,0.001158625,0.005978687,0.00001101766,0.000005029252,0.00001159115,0.001397034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.699725,"threshold_uncertainty_score":0.9979063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7921969686170086,"score_gpt":0.7670978076374985,"score_spread":0.02509916097951015,"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."}}