{"id":"W3133809753","doi":"","title":"Flag of Canada","year":2016,"lang":"en","type":"book","venue":"","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Flag (linear algebra); Political science; Mathematics; Algebra over a field","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003207718,0.00009013872,0.0001944813,0.000003307931,0.00002774296,0.000005049054,0.0001733626,0.00009586105,0.01028148],"category_scores_gemma":[0.0000144094,0.00001858603,0.00007489199,0.00002812258,0.00002880915,0.000008388189,0.00003651627,0.00004288174,0.000006839368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004660116,"about_ca_system_score_gemma":0.0001406367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1462699,"about_ca_topic_score_gemma":0.8219302,"domain_scores_codex":[0.9994518,0.000005361738,0.0001482121,0.0001196725,0.0001704779,0.0001044324],"domain_scores_gemma":[0.9996638,0.00008036864,0.0001028618,0.00003683718,0.00007143304,0.00004471844],"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":[0.000001449862,0.000001654776,0.00004217466,0.000004296458,0.00003919498,0.000002124268,6.115823e-7,2.045385e-7,0.001999266,0.01241141,0.9538431,0.03165454],"study_design_scores_gemma":[0.00001106406,0.00002397771,0.0007804415,0.00001184248,0.00001903728,3.74156e-7,0.000002147506,0.000001039473,0.0002646714,0.0122701,0.9865209,0.00009436485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001844612,0.00006054902,0.000002753648,0.0004152635,0.00008237747,0.00002776733,0.0001934867,0.00000577825,0.9990276],"genre_scores_gemma":[0.01155444,0.00003133036,0.0000136642,0.0001995428,0.000301381,4.862823e-7,0.00007073187,2.850537e-7,0.9878281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6756603,"threshold_uncertainty_score":0.9906232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005787126641855335,"score_gpt":0.1494341564455296,"score_spread":0.1436470298036743,"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."}}