{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008218282,0.00009513881,0.0002794269,0.001495244,0.01062367,0.006700574,0.0008670156,0.001243,0.004814852],"category_scores_gemma":[0.01118708,0.0002516816,0.0001599334,0.002056133,0.00969141,0.003045154,0.007278075,0.0023627,0.0004853267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006785383,"about_ca_system_score_gemma":0.0198092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03631505,"about_ca_topic_score_gemma":0.1030761,"domain_scores_codex":[0.9946426,0.003627121,0.0001822225,0.0003264867,0.0004242324,0.0007973224],"domain_scores_gemma":[0.9786512,0.007992203,0.002773845,0.001106336,0.001514231,0.00796223],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001465824,0.0003862038,0.117214,0.0004696903,0.00002954982,0.001369005,0.6802019,0.0001893162,0.002472709,0.07618733,0.008491989,0.1128417],"study_design_scores_gemma":[0.00001829251,0.0002121439,0.1991415,0.0008830676,0.00002510582,0.0004201451,0.6274791,0.0004589355,0.0004926611,0.01211936,0.1586803,0.00006956245],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052709,0.00449537,0.001391816,0.02987079,0.0002043697,0.0000682778,0.00003157728,0.00004272161,0.0586241],"genre_scores_gemma":[0.9921888,0.001394127,0.0005459833,0.00138997,0.00005011737,0.00003236746,0.00001105071,0.000007919796,0.00437965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9917817,"threshold_uncertainty_score":0.07220733,"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."}}