{"id":"W2995659449","doi":"10.21810/sfuer.v12i3.1070","title":"Till We Meet Again","year":2019,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"History","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001264947,0.00008014188,0.0001393661,0.00003813762,0.0001766443,0.0000447759,0.0002655902,0.0000428446,0.01998956],"category_scores_gemma":[0.001210834,0.00007412324,0.00007687944,0.0003212375,0.00007520676,0.0003528435,0.00001153472,0.00009947615,0.005605847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009497182,"about_ca_system_score_gemma":0.001610404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001796859,"about_ca_topic_score_gemma":0.0001484399,"domain_scores_codex":[0.9986735,0.0003144028,0.0001909953,0.0001937822,0.0004324842,0.0001948642],"domain_scores_gemma":[0.9983664,0.001020098,0.000135888,0.0001869754,0.0001670103,0.0001236251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001591894,0.00008643459,0.00251896,0.0004813393,0.0000135602,8.489245e-8,0.002380276,3.729935e-7,0.000004683359,0.6843489,0.3032128,0.006951022],"study_design_scores_gemma":[0.00002656487,0.000005978905,0.00171087,0.0007276307,0.00001872721,0.000001079547,0.001359431,2.543232e-7,0.00000139181,0.01313573,0.9829138,0.00009853223],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0009604183,0.1173478,0.000001031855,0.4462901,0.001096656,0.0003538642,0.000005487223,0.00001707399,0.4339275],"genre_scores_gemma":[0.1970167,0.4469202,0.002633088,0.0547314,0.003935159,0.0002895657,0.000206844,0.00003882986,0.2942283],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.679701,"threshold_uncertainty_score":0.9951684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08016925587652929,"score_gpt":0.4409978521547568,"score_spread":0.3608285962782276,"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."}}