{"id":"W6889153603","doi":"10.25446/oxford.25018913","title":"5384: Adam Stephen, Scottish emigrant and Canadian Engineer","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); World War II; First world war; Service (business)","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":[],"consensus_categories":[],"category_scores_codex":[0.0004913742,0.0009990942,0.000336568,0.001075181,0.01284204,0.003496962,0.0007948004,0.001655573,0.2147971],"category_scores_gemma":[0.001389423,0.0003500787,0.0002302223,0.0008807111,0.001434414,0.001415898,0.001806346,0.002592335,0.08202811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007858513,"about_ca_system_score_gemma":0.01216569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6340892,"about_ca_topic_score_gemma":0.8660151,"domain_scores_codex":[0.9992525,0.00003956854,0.00001461655,0.00009871981,0.0003077259,0.0002868975],"domain_scores_gemma":[0.9982386,0.00003336576,0.00003143116,0.00002766103,0.0008665739,0.0008024257],"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":[0.000006375383,0.000008124711,0.0002296712,0.00001331583,6.352148e-7,0.0001822053,0.0004027474,0.00001266548,0.0000964532,0.001772789,0.9838261,0.01344894],"study_design_scores_gemma":[8.605735e-7,0.000003699101,0.0006044795,0.0000236716,7.196837e-7,0.000217156,0.0008674298,0.000008305851,0.00005292408,0.0001168983,0.9980993,0.000004678815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005346188,0.005941909,0.0004735139,0.04494723,0.01045646,0.0001054693,0.0008364655,0.0003850651,0.9315076],"genre_scores_gemma":[0.004399409,0.0005920443,0.00009580656,0.002133017,0.0001407695,0.000005861217,0.00005103411,0.00005723496,0.9925248],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3659108,"threshold_uncertainty_score":0.7361314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924879699906357,"score_gpt":0.2679826027021735,"score_spread":0.2487338057031099,"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."}}