{"id":"W7101049040","doi":"","title":"Innovation in Canadian Biotechnology Firms","year":2005,"lang":"en","type":"article","venue":"","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commercialization; Agricultural biotechnology; Agriculture; Revenue; Product (mathematics); New product development; Agribusiness","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000157915,0.00003905409,0.00004213776,0.00005426486,0.00003821261,0.00001650125,0.0001499619,0.0001111196,0.002399189],"category_scores_gemma":[0.00006999846,0.00001375635,0.000006575804,0.0009295132,0.00002670565,0.00002972643,0.0000269937,0.00008985375,0.0003557916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006916775,"about_ca_system_score_gemma":0.00002138843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2471725,"about_ca_topic_score_gemma":0.939247,"domain_scores_codex":[0.9993823,0.00001187159,0.0001122962,0.0001235862,0.00007294119,0.0002970592],"domain_scores_gemma":[0.9998556,0.00001909212,0.000007875828,0.0000278785,0.00002814974,0.00006138304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000001373398,0.00001773736,0.01033084,3.239576e-7,6.898546e-7,0.000002057318,0.00001096167,0.000006082465,0.5543527,0.01887381,0.000524002,0.4158794],"study_design_scores_gemma":[0.00007133186,0.00007890501,0.6650134,0.000001559859,2.904225e-7,0.000003418533,0.00007131763,0.0003552188,0.1036905,0.001118681,0.2294887,0.0001065882],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9469766,0.0000107923,0.000003290799,0.04534867,0.00001065373,0.00007444485,0.0000021834,0.0000280955,0.007545281],"genre_scores_gemma":[0.9983714,0.000007281893,0.0004337989,0.0005886194,0.00004319123,0.00000417903,0.00001027861,2.293587e-7,0.0005410416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6920744,"threshold_uncertainty_score":0.9985127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02560781334339384,"score_gpt":0.244684604759406,"score_spread":0.2190767914160122,"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."}}