{"id":"W2253345422","doi":"10.14425/00.87.94","title":"Skills Development: A Review With Reference To Southeast Asia","year":2015,"lang":"en","type":"review","venue":"Journal of International Comparative Education","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Southeast asia; Gender studies; Geography; Sociology; Ethnology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009944116,0.0002085658,0.0007622834,0.0004268788,0.00009799157,0.0001085605,0.0006359741,0.00007527166,0.00038856],"category_scores_gemma":[0.0002208911,0.0001568743,0.0001137729,0.0004818247,0.00004880024,0.0002716957,0.0000274669,0.0003157916,0.0004315679],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009842741,"about_ca_system_score_gemma":0.009293799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002534171,"about_ca_topic_score_gemma":0.0000479275,"domain_scores_codex":[0.9979702,0.0002086989,0.0006746961,0.0001587297,0.0008411318,0.0001465346],"domain_scores_gemma":[0.9964092,0.00008757273,0.0009027369,0.0001143791,0.002182074,0.0003040732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001637397,0.0005932717,0.00001241332,0.001911456,0.0004306052,0.000002983106,0.01275516,0.00001301872,7.229549e-8,0.01868303,0.1732095,0.7923721],"study_design_scores_gemma":[0.00005507777,0.00003529902,0.00001800629,0.0250237,0.0001357526,0.00002857441,0.003276716,7.364819e-8,1.774074e-7,0.00001821638,0.9712368,0.0001716111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007316549,0.8702263,0.000172654,0.0006233187,0.001822501,0.0003997435,0.000008229055,0.00001160677,0.1267283],"genre_scores_gemma":[0.0001391722,0.9874765,0.003512631,0.00009729178,0.0006918248,0.00005158027,0.00005132621,0.00001450213,0.007965152],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7980273,"threshold_uncertainty_score":0.9963226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1508367169217687,"score_gpt":0.4635038704665805,"score_spread":0.3126671535448118,"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."}}