{"id":"W7048549001","doi":"","title":"The leading with wisdom model in an international setting: exploring Canadian and Dutch leadership","year":2012,"lang":"en","type":"dissertation","venue":"Theses database, Tilburg University","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Foreign policy; Field (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002796566,0.00018266,0.0001411915,0.0002662635,0.0003286357,0.00009151225,0.0004649866,0.00004221172,0.002680019],"category_scores_gemma":[0.00001000141,0.0001606931,0.00002529569,0.0001437712,0.00007269144,0.0003142185,0.00008470936,0.0003908369,0.00001147745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005211432,"about_ca_system_score_gemma":0.0003706821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07213534,"about_ca_topic_score_gemma":0.4005426,"domain_scores_codex":[0.9988486,0.00006777187,0.000108743,0.0002916714,0.0002682104,0.0004150092],"domain_scores_gemma":[0.9991589,0.0001227189,0.00007897323,0.0003233485,0.00009086156,0.000225201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001457744,0.000324068,0.592221,0.0002231096,0.0004069175,0.000114901,0.02021526,0.0003218557,0.001611813,0.05335743,0.003628097,0.3261178],"study_design_scores_gemma":[0.003341744,0.0001819525,0.2128254,0.001272948,0.0003369013,0.000003306803,0.4537167,0.03377479,0.001080811,0.0001966466,0.291081,0.00218779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8871422,0.00004527166,0.00005187541,0.000508679,0.0001173201,0.0003325902,0.000341917,0.00001610761,0.111444],"genre_scores_gemma":[0.9678829,0.00005296588,0.0001267178,0.00001019947,0.0000875212,0.000006893394,0.002012507,0.00001769514,0.0298026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4335014,"threshold_uncertainty_score":0.9982316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09531953857589982,"score_gpt":0.2752547110430676,"score_spread":0.1799351724671678,"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."}}