{"id":"W6923402278","doi":"10.14288/1.0431902","title":"Armoury, Vancouver","year":2023,"lang":"en","type":"other","venue":"Open Collections","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Annotation; Feature (linguistics); Closed captioning","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003481727,0.00007989737,0.0001392578,0.000142541,0.002372247,0.0006114676,0.0005173252,0.0002452735,0.01706729],"category_scores_gemma":[0.0004985273,0.00008116359,0.00004264255,0.001525892,0.0001410674,0.00004971897,0.0001169737,0.000143331,0.0001646947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118033,"about_ca_system_score_gemma":0.000461544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3627203,"about_ca_topic_score_gemma":0.8651856,"domain_scores_codex":[0.9993164,0.0001047295,0.0000824157,0.0001948225,0.0001333481,0.0001683116],"domain_scores_gemma":[0.9994795,0.0001306764,0.00008551723,0.0002258402,0.00003435753,0.00004412988],"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":[3.321846e-7,0.00001829835,0.000004781146,0.00000140864,0.00001906437,6.089015e-7,0.0001718113,1.275793e-7,6.085496e-8,0.003934409,0.9928276,0.003021477],"study_design_scores_gemma":[0.00004757284,0.000006488634,0.000002121611,0.00002720176,0.00001191483,8.191363e-8,0.005344701,2.647599e-7,0.000001565683,0.008338203,0.9861163,0.0001036223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[3.823791e-8,0.00004907609,0.0001311462,0.0006784729,0.005767204,0.0004968846,0.00002793871,0.001325407,0.9915238],"genre_scores_gemma":[8.346165e-7,0.0007449348,0.006420527,0.0000515026,0.000386204,0.0002544603,0.000001380884,0.0002338407,0.9919063],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5024653,"threshold_uncertainty_score":0.9989265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07401619459477571,"score_gpt":0.4177907127372906,"score_spread":0.3437745181425149,"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."}}