{"id":"W4251524405","doi":"10.5206/cie-eci.v38i2.9140","title":"CIE Journal / Revue ECI 2009 Referees / Critiques","year":2009,"lang":"en","type":"article","venue":"Comparative and International Education","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Psychology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007687856,0.00122463,0.001312527,0.008014351,0.005298451,0.01529877,0.003293563,0.00807823,0.06443746],"category_scores_gemma":[0.04292627,0.000508189,0.001120819,0.01034495,0.003901208,0.004569303,0.004497366,0.007424629,0.02149596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01313771,"about_ca_system_score_gemma":0.01043592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06271975,"about_ca_topic_score_gemma":0.04067182,"domain_scores_codex":[0.9923268,0.001491908,0.0005738703,0.000615052,0.004162596,0.0008298679],"domain_scores_gemma":[0.9789565,0.004477665,0.0005847986,0.002560294,0.0127391,0.0006817331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004508589,0.00002579015,0.000157885,0.0006119597,0.00001426293,0.00008939837,0.0005043902,0.000103237,0.0001787082,0.02833629,0.9503495,0.01958355],"study_design_scores_gemma":[0.00001387986,0.000006680627,0.0005955622,0.001049527,0.00002190665,0.00006522695,0.0008032909,0.00007052022,0.0002987106,0.004528406,0.9925296,0.00001667648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002254194,0.07112703,0.001788368,0.3905668,0.1870238,0.000244915,0.002180103,0.0003491357,0.3444656],"genre_scores_gemma":[0.08842581,0.08773165,0.006084129,0.1495382,0.09886865,0.0007157431,0.00298821,0.001352318,0.5642952],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9355626,"threshold_uncertainty_score":0.2155647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516665499022313,"score_gpt":0.4621917086990223,"score_spread":0.3105251587967909,"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."}}