{"id":"W2313834867","doi":"10.7202/019766ar","title":"Public Science, Private Interests: Culture and Commerce in Canada’s Network of Centers of Excellence. Par Janet Atkinson-Grosjean. (Toronto: University of Toronto Press, 2006. xviii + 269 p. fig., ill., app., index. isbn 0-8020-8005-7 58$)","year":2008,"lang":"en","type":"article","venue":"Scientia Canadensis Canadian Journal of the History of Science Technology and Medicine","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Index (typography); Sociology; Library science; Media studies; Management; Political science; Law; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002280363,0.002319336,0.001314951,0.004170591,0.007739328,0.01171559,0.002402643,0.003909288,0.08376099],"category_scores_gemma":[0.003165609,0.00126743,0.0004962821,0.01824599,0.004995551,0.008854019,0.003010432,0.005810562,0.02983549],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05863111,"about_ca_system_score_gemma":0.06433529,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9291053,"about_ca_topic_score_gemma":0.9729657,"domain_scores_codex":[0.9970981,0.0002527651,0.00013209,0.0003209592,0.001681125,0.0005151124],"domain_scores_gemma":[0.9967372,0.0003830641,0.0002235767,0.00009928217,0.001726638,0.0008301775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008760086,0.000003304375,0.0001367259,0.0001583617,0.000002827872,0.00001729123,0.0003759985,0.00003802632,0.00002892178,0.005465533,0.9674849,0.02627948],"study_design_scores_gemma":[0.00000213717,0.000001945709,0.0007995809,0.0001899075,0.000003098566,0.000026487,0.0005223049,0.00002194081,0.0000235479,0.0008735163,0.9975266,0.000009036991],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0005867273,0.7164062,0.001450915,0.1391471,0.009891078,0.00009135671,0.004023092,0.0004160855,0.1279874],"genre_scores_gemma":[0.01505276,0.4701959,0.004158201,0.01405024,0.003473838,0.0001302371,0.003017586,0.0006896722,0.4892315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9922607,"threshold_uncertainty_score":0.4254004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01207509196118893,"score_gpt":0.1873116004198882,"score_spread":0.1752365084586993,"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."}}