{"id":"W4230595609","doi":"10.37119/ojs2018.v24i1.393","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"in education","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005766054,0.0002342867,0.000234362,0.0004434546,0.0000560733,0.000039142,0.0003834478,0.001729022,0.00213747],"category_scores_gemma":[0.0004992884,0.0002648732,0.00004916395,0.0002728632,0.00008915927,0.00009699284,0.00002332384,0.000760506,0.00524061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003365048,"about_ca_system_score_gemma":0.001901262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003021528,"about_ca_topic_score_gemma":0.0001326235,"domain_scores_codex":[0.998163,0.000128741,0.0003997985,0.0005798673,0.0003854205,0.0003431069],"domain_scores_gemma":[0.9986209,0.0002856536,0.000231614,0.0004923981,0.000299972,0.000069484],"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":[0.00005663521,0.0004938661,0.0005895639,0.000011651,0.00002169572,2.735441e-7,0.003038597,1.04857e-8,0.000001854505,0.00004927293,0.9886672,0.007069399],"study_design_scores_gemma":[0.0003220803,0.00005169624,0.003800464,0.00007371059,0.00001526784,6.836121e-7,0.0005650447,3.116718e-8,0.000001265582,0.001707882,0.9932045,0.0002573702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001965486,0.0003996968,0.000001830288,0.0002734145,0.9353651,0.0002329127,0.00001005792,0.00005349746,0.06169803],"genre_scores_gemma":[0.0001791627,0.00005234524,0.0001630898,0.00006418406,0.9667131,0.0003534577,0.00122459,0.00004275099,0.03120733],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03134802,"threshold_uncertainty_score":0.9999803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379150416387842,"score_gpt":0.3768796268690657,"score_spread":0.3630881227051873,"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."}}