{"id":"W7056437831","doi":"","title":"201 easy ways to reduce your taxes : the year-round personal tax planning guide for every Canadian","year":2000,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tax planning; Work (physics); Government (linguistics); Income tax; Key (lock)","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":["insufficient_payload"],"category_scores_codex":[0.0001159232,0.0002632903,0.0002290791,0.00008778567,0.0001183463,0.00007514705,0.0003372039,0.0002409442,0.07990221],"category_scores_gemma":[0.0000279603,0.000236398,0.000110599,0.00001235838,0.00004229442,3.104751e-7,0.00001779611,0.000184295,0.005386918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008911813,"about_ca_system_score_gemma":0.00007259064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05447756,"about_ca_topic_score_gemma":0.03367577,"domain_scores_codex":[0.9989291,0.00001197857,0.0003575055,0.0001457335,0.0002025287,0.0003531718],"domain_scores_gemma":[0.9993024,0.00007071389,0.0000982598,0.0002812444,0.00004732216,0.0002000866],"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":[0.00001476313,0.000004827215,3.785009e-7,0.0001169181,0.0000508823,0.000003045252,0.0002375235,0.003822246,0.00000127513,0.00002603082,0.9950249,0.0006972676],"study_design_scores_gemma":[0.0001885829,0.00002877084,0.000007365703,0.000144422,0.00003508361,0.00002738208,0.0001111751,0.0002202124,0.00000996462,0.000007944323,0.9989349,0.000284222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002473114,0.000246464,0.00002184698,0.0002363011,0.0001914391,0.0007241422,0.001624337,0.000153651,0.9967771],"genre_scores_gemma":[0.0005755097,0.00007167986,0.001862729,0.0003477092,0.0003434297,0.0001205954,0.0002775642,0.0001402067,0.9962606],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07451529,"threshold_uncertainty_score":0.9953875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0127012538627131,"score_gpt":0.2011210997519826,"score_spread":0.1884198458892695,"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."}}