{"id":"W4243722816","doi":"10.37119/ojs2014.v19i3.186","title":"Editorial","year":2014,"lang":"en","type":"editorial","venue":"in education","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University College of the North; University of British Columbia; University of Manitoba","funders":"","keywords":"Political science; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006620017,0.0001198039,0.0001523224,0.0001075507,0.000146302,0.0001356063,0.0002970801,0.0008638481,0.0001466263],"category_scores_gemma":[0.007706868,0.00012308,0.00004768894,0.000216935,0.00008454801,0.0001297486,0.00001395402,0.0004240042,0.0003407628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007238649,"about_ca_system_score_gemma":0.004064443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03056173,"about_ca_topic_score_gemma":0.009683854,"domain_scores_codex":[0.9983427,0.0002276598,0.0002129269,0.0002432419,0.0007435739,0.0002299006],"domain_scores_gemma":[0.9984795,0.0003260204,0.0001427418,0.0001700396,0.0007670758,0.0001145966],"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":[0.000002565541,0.00008881999,0.00000678232,0.00000922528,0.000001663386,2.087911e-8,0.01534558,4.406727e-7,7.997501e-7,0.0008670585,0.981246,0.00243104],"study_design_scores_gemma":[0.0000976704,0.000005142574,0.00002655831,0.00005638123,0.000007604094,1.643594e-8,0.004076613,2.178498e-7,4.335599e-7,0.0004966858,0.9950879,0.0001447857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001541005,0.000133904,2.686702e-7,0.0012136,0.9561136,0.0002139934,0.000006903872,0.00004437038,0.04211921],"genre_scores_gemma":[0.0006711917,0.0003045771,0.000075604,0.0000890356,0.985513,0.00008437549,0.0003307502,0.00001127768,0.01292024],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0293993,"threshold_uncertainty_score":0.9758939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022232595022225,"score_gpt":0.3696870040854222,"score_spread":0.3594646781351999,"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."}}