{"id":"W2745435426","doi":"10.1016/j.ijedudev.2006.09.003","title":"","year":2007,"lang":"en","type":"article","venue":"International Journal of Educational Development","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006195304,0.0003633864,0.0003859637,0.002207311,0.0001928428,0.0001948162,0.00216237,0.0001005959,0.0006809803],"category_scores_gemma":[0.002501282,0.0003397167,0.0002693282,0.0005729453,0.0001548723,0.001494265,0.0001886226,0.0004677352,0.000320545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003058329,"about_ca_system_score_gemma":0.004200687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002079695,"about_ca_topic_score_gemma":0.0001440107,"domain_scores_codex":[0.9915272,0.0000797246,0.003179203,0.000319775,0.00428104,0.0006130619],"domain_scores_gemma":[0.9866085,0.001566489,0.002430276,0.0001954072,0.008573026,0.0006263136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00385248,0.004629831,0.8337322,0.00001350118,0.00296548,0.0003679771,0.01354473,0.001015644,0.0524062,0.03781255,0.009484005,0.04017539],"study_design_scores_gemma":[0.002166199,0.00007658095,0.8823841,0.0001711693,0.00002297252,0.002758065,0.001092033,0.000003966287,0.04305221,0.005124544,0.06277831,0.0003698913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705176,0.0002926586,0.006405632,0.01355501,0.007580696,0.0001569577,0.000008643579,0.00001792976,0.001464889],"genre_scores_gemma":[0.8981339,0.00001140706,0.09781738,0.001020904,0.002546558,0.000007835372,0.00004953637,0.00005493118,0.0003575362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09141174,"threshold_uncertainty_score":0.9999055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843763414099265,"score_gpt":0.3515479201552823,"score_spread":0.3331102860142897,"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."}}