{"id":"W6889263809","doi":"10.25446/oxford.25639722","title":"65995: Canadians","year":2024,"lang":"en","type":"other","venue":"University of Oxford","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TypeScript; Poetry; Punctuation; Line (geometry); Ridiculous","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007938206,0.0009991203,0.0006586293,0.00247199,0.009551177,0.005765243,0.001330527,0.001547982,0.7282501],"category_scores_gemma":[0.002423985,0.0004973114,0.0004299884,0.005248861,0.001127158,0.001631989,0.002082613,0.001643631,0.455452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01953793,"about_ca_system_score_gemma":0.02034481,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7976063,"about_ca_topic_score_gemma":0.9090816,"domain_scores_codex":[0.9990631,0.00005749865,0.00003399118,0.0001628542,0.000408728,0.0002738771],"domain_scores_gemma":[0.998434,0.00006894251,0.00002972746,0.000106941,0.00104775,0.0003125581],"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":[0.00002516889,0.000006360148,0.0001707865,0.00005425702,0.00000115886,0.00006632713,0.000249361,0.00002583122,0.00011723,0.01190316,0.9674953,0.01988503],"study_design_scores_gemma":[0.000001714418,0.000001101175,0.0002787216,0.00001458426,4.467983e-7,0.00001285925,0.0001008625,0.00000557124,0.00002330858,0.0001802886,0.9993774,0.000002992363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004777614,0.0003651422,0.0001375835,0.001291714,0.0009257589,0.00005325588,0.01296016,0.0003072202,0.9834815],"genre_scores_gemma":[0.001550061,0.0001697897,0.0001072463,0.0002990585,0.00005116267,0.00001879314,0.001928894,0.0002100482,0.995665],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7282501,"threshold_uncertainty_score":0.4071711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01271414513054321,"score_gpt":0.2230300538594627,"score_spread":0.2103159087289195,"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."}}