{"id":"W7054559970","doi":"","title":"The Amazing Race Canada Season 8 Episode 1 s8e1: 2022 | Full Episodes","year":2022,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Race (biology); Population; Ethnic group; Class (philosophy)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001648935,0.0005726006,0.0005052356,0.0001263493,0.0004998409,0.0001670862,0.002087476,0.0002727089,0.6504162],"category_scores_gemma":[0.0004369172,0.000574202,0.0001948915,0.0003796158,0.0001247594,0.000073905,0.001148158,0.001156565,0.2213045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0011032,"about_ca_system_score_gemma":0.0003930308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09291825,"about_ca_topic_score_gemma":0.3432013,"domain_scores_codex":[0.996135,0.0003828634,0.0005237127,0.001571023,0.000665596,0.000721809],"domain_scores_gemma":[0.9942128,0.0006198601,0.0002363945,0.004611177,0.00004305381,0.0002766825],"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":[0.00001236796,0.00003773378,0.0005283672,0.0001242225,0.0002888679,0.00002539106,0.00008587861,0.005699181,0.000575843,0.000898477,0.9842131,0.007510609],"study_design_scores_gemma":[0.0002140486,3.720147e-7,0.0002375656,0.00005618988,0.00007467722,0.00002054097,0.0001096883,0.003046498,0.0005782906,0.0004271048,0.9946471,0.0005878966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002367019,0.00008469001,0.001807308,0.0005610274,0.0008533848,0.001238289,0.0002586305,0.0007968905,0.9941631],"genre_scores_gemma":[0.002214808,0.001036006,0.0005523034,0.0001193274,0.0002439094,0.001413779,0.0001505235,0.0006457007,0.9936236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4291117,"threshold_uncertainty_score":0.9996709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007195005645020116,"score_gpt":0.2073765609717518,"score_spread":0.2001815553267317,"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."}}