{"id":"W1882802379","doi":"10.14288/bcs.v0i117.1806","title":"A Development Tool: W.A.C. Bennett and the PGE Railway","year":2010,"lang":"en","type":"article","venue":"Open Collections","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"George (robot); Administration (probate law); Government (linguistics); Geography; Archaeology; Economic history; History; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005213112,0.00003008217,0.00005851152,0.00004578031,0.01902096,0.004722757,0.0002123532,0.00003770125,0.005208894],"category_scores_gemma":[0.0001341462,0.00002901776,0.0000177075,0.0003924677,0.0005230121,0.0001433301,0.00005909124,0.000119554,0.00003210461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121313,"about_ca_system_score_gemma":0.001107596,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8570312,"about_ca_topic_score_gemma":0.9985498,"domain_scores_codex":[0.9995838,0.00004633199,0.00007296724,0.00009188949,0.00009143315,0.0001135966],"domain_scores_gemma":[0.9997212,0.0000702873,0.00002294139,0.00008712638,0.00003314876,0.00006535089],"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":[0.000009789706,0.00001472963,0.00001253067,7.994257e-7,0.00001162166,8.016649e-7,0.01018448,1.838519e-7,0.00001078621,0.03163065,0.9527969,0.0053267],"study_design_scores_gemma":[0.000277129,0.000002095171,0.0003804598,0.000001511586,0.000005936866,0.000001647094,0.000976405,0.000002497163,0.000001578603,0.001280022,0.9970208,0.00004987382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003885695,0.00002937387,0.00001391716,0.002946587,0.0006027067,0.000374541,0.00000546573,0.00001639016,0.9921253],"genre_scores_gemma":[0.005646504,0.00004671845,0.0008394824,0.0003009883,0.0001156732,0.0001056617,8.633026e-7,0.000003821376,0.9929403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1415186,"threshold_uncertainty_score":0.9963104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278692472289426,"score_gpt":0.2387767331486203,"score_spread":0.225989808425726,"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."}}