{"id":"W4413686751","doi":"10.64628/aa.d39emme9y","title":"Liveability prizes are nice but we have to … er … live here","year":2011,"lang":"en","type":"preprint","venue":"","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Nice; Computer science; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006234395,0.001116578,0.001883785,0.001241029,0.004160882,0.009910029,0.001789939,0.004564467,0.0641553],"category_scores_gemma":[0.03360754,0.0004161494,0.0008409583,0.001320454,0.006682794,0.02576424,0.006339808,0.01104645,0.01396838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002682266,"about_ca_system_score_gemma":0.001535582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008909297,"about_ca_topic_score_gemma":0.0009641456,"domain_scores_codex":[0.9955007,0.001391707,0.0001691304,0.0004791314,0.001871367,0.0005879632],"domain_scores_gemma":[0.9862574,0.004092689,0.000976065,0.003032299,0.002754845,0.002886758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001323684,0.00005612402,0.0002353186,0.00009118208,0.00003254857,0.00005661424,0.0001170011,0.0007314342,0.0003891134,0.792955,0.1413517,0.06385145],"study_design_scores_gemma":[0.00001896277,0.00001722177,0.0001447628,0.00002712822,0.000005506872,0.00006632639,0.00007821758,0.0006338609,0.0001762939,0.9257069,0.07310659,0.00001821184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01628697,0.01234026,0.118269,0.4149414,0.05798569,0.00007818098,0.001126479,0.001667924,0.3773042],"genre_scores_gemma":[0.4879589,0.006208749,0.04389442,0.02733149,0.03341468,0.0001988771,0.001000779,0.00344146,0.3965506],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0641553,"threshold_uncertainty_score":0.2146208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04502647114885277,"score_gpt":0.3779052934392366,"score_spread":0.3328788222903838,"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."}}