{"id":"W2947551572","doi":"10.1139/cjc-2018-0347","title":"Personal reflections on 50 years of funding via the Canadian academic research grant system","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Chemistry","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Grant funding; Library science; Personal account; Chemistry; Political science; Public administration","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03227163,0.001260587,0.001167786,0.00280476,0.02054014,0.02209058,0.003669897,0.0172104,0.04184885],"category_scores_gemma":[0.08717988,0.0009039147,0.001238734,0.005192572,0.007953852,0.009087879,0.008728618,0.02443541,0.01178942],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05652099,"about_ca_system_score_gemma":0.1596704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7457277,"about_ca_topic_score_gemma":0.8470557,"domain_scores_codex":[0.9519361,0.004023377,0.001194,0.001920981,0.03061192,0.01031352],"domain_scores_gemma":[0.9250813,0.01064079,0.001526827,0.002031386,0.04174523,0.0189745],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002024387,0.000007369592,0.0001194011,0.00002832945,0.000003249312,0.00002890189,0.0001933549,0.00002148614,0.00004898467,0.006189314,0.9873167,0.006022684],"study_design_scores_gemma":[0.00001214347,0.000007800856,0.0006814991,0.0001069963,0.000005132762,0.00002321906,0.0005974193,0.00001983337,0.00005137495,0.001134982,0.9973307,0.0000289429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008520607,0.0129287,0.000302888,0.9016325,0.03518336,0.00005262366,0.0007602715,0.000112531,0.04817497],"genre_scores_gemma":[0.02436271,0.0197758,0.00129117,0.7544296,0.01076417,0.000142484,0.0007427682,0.0004226216,0.1880688],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9677284,"threshold_uncertainty_score":0.5115395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08254673832162804,"score_gpt":0.3393690301489001,"score_spread":0.2568222918272721,"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."}}