{"id":"W1480649662","doi":"10.21913/ijei.v3i1.132","title":"Editorial July 2007","year":2007,"lang":"en","type":"article","venue":"International Journal for Educational Integrity","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Audience measurement; Presentation (obstetrics); Publishing; Readability; Library science; Variety (cybernetics); Publication; Discipline; Computer science; Political science; Medicine; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001962986,0.00147181,0.001348947,0.002024397,0.001691078,0.006612229,0.002234311,0.005009573,0.3919573],"category_scores_gemma":[0.01259809,0.0005438515,0.001196851,0.0007804842,0.0008321104,0.002463382,0.001796089,0.005923865,0.2880706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018376,"about_ca_system_score_gemma":0.002577015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511392,"about_ca_topic_score_gemma":0.004001414,"domain_scores_codex":[0.9984152,0.0001727329,0.0001522956,0.0002836189,0.0007842709,0.0001917914],"domain_scores_gemma":[0.9929929,0.0007503595,0.0003107036,0.0003499814,0.003970818,0.001625242],"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":[0.00001651388,0.000005363844,0.00001588371,0.00006849038,0.000001887406,0.00004081176,0.000006098091,0.000005149973,0.00003157134,0.0002029208,0.9920764,0.007528849],"study_design_scores_gemma":[0.0000105472,0.00001147852,0.00009947639,0.000120186,0.00000285308,0.00006116249,0.0000218004,0.000009185846,0.00003556631,0.0001375512,0.9994864,0.000003690061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001279989,0.004527483,0.0001948363,0.03615754,0.8774872,0.0001298413,0.0005560092,0.0004059936,0.0804131],"genre_scores_gemma":[0.001676354,0.006685184,0.0003099332,0.03484834,0.3465918,0.0001288879,0.00119189,0.0004054715,0.6081621],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3919573,"threshold_uncertainty_score":0.8672992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05172738835310694,"score_gpt":0.4427187076327691,"score_spread":0.3909913192796622,"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."}}