{"id":"W4394570317","doi":"10.1242/dev.202840","title":"Transitions in development – an interview with Rajendhran Rajakumar","year":2024,"lang":"en","type":"article","venue":"Development","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Gender and development; Development studies; International development; Evolutionary biology; Social transformation; Social change; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.01247485,0.000722628,0.001156993,0.00100299,0.02214585,0.005943556,0.002345303,0.005069552,0.004405152],"category_scores_gemma":[0.01289287,0.0009799938,0.0006870096,0.001151809,0.0129821,0.008438115,0.007947703,0.02290418,0.001166486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007138955,"about_ca_system_score_gemma":0.008647689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0211429,"about_ca_topic_score_gemma":0.02733224,"domain_scores_codex":[0.9862446,0.009987096,0.0002549939,0.0005244567,0.00119838,0.001790441],"domain_scores_gemma":[0.9889396,0.004666454,0.0006288681,0.0001801155,0.001139089,0.004445939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000425243,0.0001600626,0.001095755,0.000209678,0.00001334661,0.003352227,0.892477,0.0001400617,0.001214928,0.01893812,0.06972747,0.01262872],"study_design_scores_gemma":[0.0000076778,0.0000863014,0.001150027,0.0002944632,0.000006645457,0.002318596,0.7821491,0.0001118562,0.0001786298,0.001759424,0.2118626,0.00007487492],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1853041,0.02669764,0.002396609,0.7195696,0.00765675,0.0002997266,0.0001367163,0.0001348463,0.05780401],"genre_scores_gemma":[0.7803345,0.02791794,0.004196229,0.1446179,0.001323828,0.0004402244,0.00007461057,0.0002296746,0.04086505],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02214585,"threshold_uncertainty_score":0.06597412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04079028468564754,"score_gpt":0.3193037478465532,"score_spread":0.2785134631609056,"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."}}