{"id":"W7038752150","doi":"","title":"Internationalisation and diversification of Indian academic careers","year":2015,"lang":"en","type":"report","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alfred P. Sloan Foundation","keywords":"Work (physics); Quality (philosophy); Government (linguistics); Demotion; Population; Context (archaeology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001818689,0.0002385467,0.0002916847,0.004016831,0.004119584,0.005273777,0.001087151,0.000378763,0.006812879],"category_scores_gemma":[0.006945749,0.0002270187,0.0003716325,0.006053702,0.001602554,0.00184253,0.007118918,0.001351217,0.0008050685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001564612,"about_ca_system_score_gemma":0.00268453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01251728,"about_ca_topic_score_gemma":0.01494501,"domain_scores_codex":[0.9981714,0.0004993237,0.0001043651,0.0001879986,0.0002978477,0.0007390639],"domain_scores_gemma":[0.9914646,0.001260469,0.002735959,0.000381957,0.0009305765,0.003226595],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002062393,0.0001388055,0.7303062,0.0003045134,0.00005890826,0.001142188,0.1659357,0.0004285788,0.001016451,0.01583758,0.003737272,0.08088756],"study_design_scores_gemma":[0.00000960764,0.00006907573,0.6517782,0.000314057,0.00002097573,0.001032026,0.3074045,0.000252081,0.0002009192,0.001954514,0.03691642,0.00004761975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725594,0.0008172492,0.0002343388,0.001085467,0.00004161911,0.00001624928,0.0001392646,0.00001745506,0.02508897],"genre_scores_gemma":[0.9968964,0.0007553378,0.0001406074,0.00007435498,0.00001993298,0.00001001059,0.00008926001,0.000008610094,0.002005476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9981813,"threshold_uncertainty_score":0.02488881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05225089960215383,"score_gpt":0.2877269634038506,"score_spread":0.2354760638016967,"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."}}