{"id":"W1999247581","doi":"10.1080/10438591003696886","title":"Star scientists and their positions in the Canadian biotechnology network","year":2011,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Université du Québec à Montréal; Concordia University","funders":"","keywords":"Gatekeeping; Star (game theory); Neighbourhood (mathematics); Stars; Quality (philosophy); Network structure; Economic geography; Business; Economics; Computer science; Mathematics; Advertising","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.001209628,0.000150364,0.0002717755,0.004560837,0.004234822,0.003052942,0.0004456636,0.0005527273,0.005642706],"category_scores_gemma":[0.008665878,0.0001579683,0.0001461127,0.006866782,0.002106978,0.001361824,0.001422642,0.0003703017,0.0003228062],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01711125,"about_ca_system_score_gemma":0.01139914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7023737,"about_ca_topic_score_gemma":0.8008898,"domain_scores_codex":[0.9990286,0.0001329758,0.00002810085,0.000113676,0.000372564,0.0003241387],"domain_scores_gemma":[0.9948364,0.001343301,0.001068329,0.0001083561,0.001455463,0.001188072],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005294359,0.00005243493,0.5834809,0.0002265269,0.0001140504,0.0009247939,0.02296574,0.01237414,0.002527003,0.2535342,0.01325315,0.1100176],"study_design_scores_gemma":[0.00006407706,0.00007352302,0.8451111,0.0001306288,0.0001317264,0.0004770937,0.0235828,0.01932566,0.001326593,0.04301737,0.06663332,0.000126132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9108917,0.001310428,0.002287753,0.002876795,0.00002269322,0.00003738063,0.0007672037,0.00002771616,0.08177835],"genre_scores_gemma":[0.995195,0.0004724781,0.0004491028,0.0000377555,0.000005433354,0.000003134912,0.0001100361,0.000002936973,0.003724076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9987904,"threshold_uncertainty_score":0.5987582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042450115040694,"score_gpt":0.2008620799308746,"score_spread":0.09661706842680519,"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."}}