{"id":"W3195373489","doi":"10.33137/incite.4.37152","title":"Editorial (Vol. 4, 2021)","year":2021,"lang":"en","type":"article","venue":"in cite journal","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004355129,0.003804523,0.002899083,0.0038956,0.003736682,0.009405616,0.00374926,0.0144201,0.06037326],"category_scores_gemma":[0.01771588,0.001297907,0.003033323,0.001938748,0.001828086,0.003587761,0.001695643,0.01447066,0.05828366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003129443,"about_ca_system_score_gemma":0.002928439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002430095,"about_ca_topic_score_gemma":0.00530751,"domain_scores_codex":[0.9967804,0.0004801961,0.0003180733,0.0004507024,0.001615623,0.0003549259],"domain_scores_gemma":[0.9898661,0.002572306,0.0006256115,0.0003787611,0.004413012,0.002144256],"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":[0.00005436448,0.00001826563,0.00002578635,0.000148988,0.00001066727,0.00007081126,0.000003510572,0.00002216402,0.0000586431,0.0001240727,0.9951813,0.004281437],"study_design_scores_gemma":[0.0001071629,0.0000459677,0.0005189636,0.0003275914,0.00003508958,0.0001256018,0.00002321249,0.0001746996,0.0001295613,0.00070643,0.9977883,0.00001742187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00005381501,0.001475014,0.00008172376,0.01750307,0.9753512,0.00005863337,0.0001453014,0.0001056996,0.005225617],"genre_scores_gemma":[0.0006638395,0.002477444,0.0001186728,0.03040429,0.9203913,0.00009619894,0.0002225116,0.00006094435,0.04556476],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06037326,"threshold_uncertainty_score":0.2019687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04035560074608319,"score_gpt":0.3611807389352198,"score_spread":0.3208251381891366,"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."}}