{"id":"W6889270423","doi":"10.25446/oxford.25933615","title":"Breaking Down Social Barriers: The Home Guard","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Guard (computer science); German; National guard; Quarter (Canadian coin)","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":[0.003028401,0.0005824777,0.0004134489,0.0005989919,0.03201545,0.0069109,0.001706181,0.003683582,0.01846179],"category_scores_gemma":[0.005264809,0.0004016843,0.000306274,0.000509117,0.01511964,0.00914742,0.01287643,0.009684685,0.002219259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00642993,"about_ca_system_score_gemma":0.008176235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06744219,"about_ca_topic_score_gemma":0.1042724,"domain_scores_codex":[0.995707,0.002046549,0.00004348535,0.0002246339,0.0002707092,0.001707704],"domain_scores_gemma":[0.9955496,0.0006236103,0.0002631304,0.00018041,0.0003798622,0.003003472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005821448,0.0001098801,0.004073094,0.0001056648,0.00001173171,0.002273195,0.7135392,0.00004916633,0.0003160459,0.05687262,0.1748032,0.04778793],"study_design_scores_gemma":[0.000009608084,0.00005251354,0.001979482,0.0003069254,0.000006040701,0.0003985877,0.7503726,0.00004148324,0.0001054962,0.003838801,0.2428697,0.00001866997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3896089,0.008908847,0.001948655,0.2834624,0.006155088,0.000159617,0.0001031171,0.0002614537,0.3093919],"genre_scores_gemma":[0.8962831,0.002273486,0.0005484103,0.0293372,0.000341064,0.00008816639,0.00004258251,0.0001536525,0.07093232],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06744219,"threshold_uncertainty_score":0.1340992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03465820461308086,"score_gpt":0.3336801507890774,"score_spread":0.2990219461759965,"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."}}