{"id":"W2062155615","doi":"10.1038/480153a","title":"If you want to win the game, you must join in","year":2011,"lang":"en","type":"article","venue":"Nature","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Join (topology); Win-win game; Politics; Advice (programming); Process (computing); Business; Public relations; Law and economics; Political science; Computer science; Law; Sociology; Economics; Mathematics; Microeconomics","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":[0.005908632,0.001110233,0.001749376,0.0008780278,0.01146408,0.01556997,0.00167099,0.009365017,0.1075985],"category_scores_gemma":[0.01702717,0.0005246996,0.001034929,0.0004453704,0.005304244,0.007425149,0.007936454,0.0153302,0.05498774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934399,"about_ca_system_score_gemma":0.004470631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003171915,"about_ca_topic_score_gemma":0.007458394,"domain_scores_codex":[0.9941333,0.001461282,0.0001715282,0.0004555536,0.002182214,0.001596152],"domain_scores_gemma":[0.9794222,0.001869055,0.0005390617,0.0005058129,0.002052565,0.01561135],"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":[0.0003465209,0.0003794727,0.002073958,0.00007985144,0.00005662105,0.0003300318,0.001284842,0.0001501551,0.001300326,0.04002769,0.9215369,0.0324336],"study_design_scores_gemma":[0.0000580226,0.000158684,0.001354031,0.00008400572,0.00001316411,0.00021926,0.005571415,0.0002422995,0.0003106151,0.02301747,0.9689161,0.00005489578],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01161254,0.002313326,0.007387941,0.6308126,0.07591663,0.0002958718,0.0002076478,0.0004369334,0.2710166],"genre_scores_gemma":[0.09441594,0.001508236,0.00472399,0.3121447,0.0137688,0.0002846557,0.0002048679,0.0004868011,0.5724621],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1075985,"threshold_uncertainty_score":0.359953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09511156321967211,"score_gpt":0.4138211403028557,"score_spread":0.3187095770831835,"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."}}