{"id":"W2621411411","doi":"10.24043/isj.370","title":"The research management profession within universities in small island states","year":2016,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Context (archaeology); State (computer science); Small island; Political science; Public relations; Geography; Environmental protection; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004807919,0.0001069618,0.000178242,0.0001279919,0.004557981,0.0001160345,0.0003032667,0.00004816584,0.00003287211],"category_scores_gemma":[0.0001146715,0.00004697889,0.00005136797,0.000275962,0.0007500689,0.0001197618,0.0001856616,0.0003006422,0.00002117294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313186,"about_ca_system_score_gemma":0.0001154847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814925,"about_ca_topic_score_gemma":0.09068274,"domain_scores_codex":[0.9977274,0.0007530942,0.0002587556,0.0001577081,0.0004894255,0.0006136121],"domain_scores_gemma":[0.9984851,0.0009592838,0.00009503291,0.0001128642,0.0002842406,0.00006341331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005408271,0.00008041647,0.03136107,0.00004718213,0.0005792957,0.0004379876,0.6594024,0.00002171302,0.000004720958,0.07408144,0.2000947,0.03334822],"study_design_scores_gemma":[0.0006734285,0.00007274705,0.001212305,0.0002328482,0.000008610314,0.000003516563,0.7993016,0.000003077913,0.000001873528,0.01903333,0.1793654,0.00009128916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5606756,0.01164362,0.0002211857,0.05245331,0.003693604,0.000712075,0.00001979774,0.00004418071,0.3705366],"genre_scores_gemma":[0.8655099,0.06086263,0.00003777266,0.0000244334,0.0003745354,0.00001097603,2.53942e-7,0.000007012841,0.07317247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3048343,"threshold_uncertainty_score":0.996738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08351357861308742,"score_gpt":0.3892549531293047,"score_spread":0.3057413745162173,"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."}}