{"id":"W4246744895","doi":"10.37119/ojs2017.v23i1.349","title":"Editorial","year":2017,"lang":"en","type":"editorial","venue":"in education","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Political 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":["metaresearch","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008013897,0.0001899045,0.0003846798,0.0005411283,0.0001849417,0.003948046,0.005966406,0.001794682,0.000154825],"category_scores_gemma":[0.1525213,0.0001547596,0.0000841313,0.0003135735,0.00007999632,0.002157916,0.0003110139,0.00188944,0.0008295177],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002801908,"about_ca_system_score_gemma":0.006325874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360662,"about_ca_topic_score_gemma":0.000274473,"domain_scores_codex":[0.9941043,0.0002327015,0.0007341757,0.000735554,0.003938477,0.0002547747],"domain_scores_gemma":[0.9924135,0.003709401,0.001059372,0.001468792,0.001233289,0.00011564],"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":[0.000009835662,0.00004257402,0.0003398831,0.000002923621,0.000001850479,2.209634e-7,0.0002023006,0.000001165827,4.188386e-7,0.00003280715,0.9430441,0.05632195],"study_design_scores_gemma":[0.0001252124,0.000007302515,0.0002420153,0.00007756784,0.000004760541,1.621122e-7,0.0001721044,0.000004043101,0.000001538348,0.02852373,0.9706705,0.0001711009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001056064,0.0002983729,0.000007438119,0.0007356225,0.957885,0.0001436384,0.00003906383,0.00001922474,0.04076601],"genre_scores_gemma":[0.0003497715,0.00008466526,0.00005168852,0.0000313194,0.9648589,0.00005368315,0.0001852524,0.00001860718,0.03436612],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1445074,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04954600335695018,"score_gpt":0.4605482202459023,"score_spread":0.4110022168889521,"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."}}