{"id":"W7083186630","doi":"10.29173/css320","title":"From the Editor","year":2001,"lang":"en","type":"article","venue":"Canadian Social Studies","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082516,0.00005556129,0.00007283973,0.000007179098,0.0006641063,0.00004262176,0.0004145182,0.00003449638,0.00003074165],"category_scores_gemma":[0.0001469018,0.00004017634,0.00002913181,0.0001409825,0.00009010916,0.00004752866,0.00007871182,0.00006736643,0.00004743491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006601241,"about_ca_system_score_gemma":0.00007832459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02570796,"about_ca_topic_score_gemma":0.07395956,"domain_scores_codex":[0.9995126,0.00002012864,0.00005598891,0.0001289468,0.00007144802,0.000210847],"domain_scores_gemma":[0.9996348,0.00008466247,0.0000193264,0.0001238816,0.00007356367,0.00006378839],"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":[2.52134e-7,0.000001411226,0.002166983,8.355432e-7,0.00003323173,0.00001955151,0.006270971,6.79973e-7,0.000006043899,0.004337213,0.9806858,0.006477066],"study_design_scores_gemma":[0.00003420783,0.000002177038,0.004165208,0.000002492446,0.000002432347,7.85954e-7,0.002595156,0.00001609515,0.000009800866,0.01158462,0.9815301,0.00005689091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02407544,0.004215308,0.0009486267,0.7231153,0.01196015,0.0001976515,0.00002947377,0.0001918939,0.2352662],"genre_scores_gemma":[0.9734168,0.00007184167,0.0001994897,0.004374589,0.01723191,0.00001625566,0.000002497224,0.000001481007,0.004685106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9493414,"threshold_uncertainty_score":0.9807799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03164040786525762,"score_gpt":0.2487451256079593,"score_spread":0.2171047177427017,"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."}}