{"id":"W4233779128","doi":"10.37119/ojs2014.v20i1.188","title":"Editorial","year":2014,"lang":"en","type":"editorial","venue":"in education","topic":"Teacher Education and Leadership Studies","field":"Social 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":[],"consensus_categories":[],"category_scores_codex":[0.001243342,0.0001292185,0.0001839033,0.0001805736,0.0001434679,0.00009728397,0.0002937879,0.0007860577,0.0001357895],"category_scores_gemma":[0.005439843,0.0001462727,0.00004771838,0.0002369687,0.000143492,0.0001016225,0.00001402576,0.0006668401,0.0002581082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006577195,"about_ca_system_score_gemma":0.00502963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008037546,"about_ca_topic_score_gemma":0.007655534,"domain_scores_codex":[0.9981288,0.0003924116,0.0002156462,0.000264234,0.0007451279,0.0002537706],"domain_scores_gemma":[0.9985319,0.0007307471,0.0001431649,0.0001873387,0.0003285939,0.00007823471],"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":[0.000002791308,0.0001084743,0.0001491845,0.00001607734,0.000003496,1.429222e-8,0.07411331,1.138336e-7,1.233159e-7,0.0005073738,0.9199532,0.0051458],"study_design_scores_gemma":[0.00007624143,0.000006927942,0.00008377841,0.00005721079,0.00000869514,5.889798e-9,0.04442839,4.610521e-8,1.546599e-7,0.001013709,0.954178,0.0001467989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002825168,0.0004814382,0.00000184785,0.00912721,0.9692384,0.000176812,0.000002934991,0.00005622105,0.02088686],"genre_scores_gemma":[0.001530972,0.000318024,0.00004838629,0.00007288221,0.9887524,0.0001271631,0.0001105791,0.00001811207,0.009021453],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0342248,"threshold_uncertainty_score":0.998568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751094449622864,"score_gpt":0.416745039504445,"score_spread":0.3692340950082164,"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."}}