{"id":"W7029159034","doi":"","title":"Importance of knowledge networks within Canadian biotechnology clusters","year":2006,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Global network; Network structure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001388851,0.0002430669,0.0003372118,0.006716114,0.005307576,0.004996016,0.0007435838,0.0006175769,0.00329405],"category_scores_gemma":[0.0180587,0.0002494562,0.0002672516,0.01200501,0.002510161,0.001930461,0.003085871,0.0004920449,0.0001678415],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02773926,"about_ca_system_score_gemma":0.02322921,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8749736,"about_ca_topic_score_gemma":0.8956488,"domain_scores_codex":[0.9969912,0.0004040132,0.0001013127,0.0004457312,0.001175747,0.0008820539],"domain_scores_gemma":[0.9872032,0.004439163,0.00267736,0.0003951972,0.003609078,0.001676024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005937089,0.00006180821,0.7216362,0.0005491654,0.0002444983,0.001460133,0.03533792,0.02216811,0.004056759,0.08599061,0.00923536,0.1186657],"study_design_scores_gemma":[0.00003553585,0.00004238528,0.9099114,0.0001687341,0.0001807619,0.0004421916,0.02591162,0.01042519,0.001304612,0.01167689,0.03981607,0.00008463295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.947332,0.001553066,0.002361874,0.002534075,0.00002164742,0.00007402297,0.002308353,0.00005298807,0.04376193],"genre_scores_gemma":[0.9971203,0.0005098737,0.0006448921,0.00003462818,0.000008203505,0.00001027132,0.000442335,0.000005989091,0.001223451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9946924,"threshold_uncertainty_score":0.2515254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007783443023047853,"score_gpt":0.2230690305583801,"score_spread":0.2152855875353322,"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."}}