{"id":"W3198614466","doi":"10.55016/ojs/sppp.v13i1.70180","title":"Health Innovation and Commercialization Ecosystems and Public Health Emergency Response Systems","year":2020,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Commercialization; Business; Public health; Ecosystem; Ecosystem health; Environmental planning; Environmental resource management; Ecosystem services; Medicine; Geography; Environmental science; Marketing; Ecology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001764944,0.0001509548,0.000254951,0.0005824457,0.0002268096,0.0001650883,0.0002487329,0.00007946543,0.00002968531],"category_scores_gemma":[0.001647082,0.0001289439,0.00002205311,0.003092347,0.00007835696,0.0004988465,0.00005730384,0.0002030949,0.00001181482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888207,"about_ca_system_score_gemma":0.0007125321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006146121,"about_ca_topic_score_gemma":0.00004161838,"domain_scores_codex":[0.9981876,0.0002826575,0.0007274034,0.0001888855,0.000234101,0.0003793512],"domain_scores_gemma":[0.9985608,0.00008172322,0.0002189611,0.0003177627,0.0002383913,0.0005823714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001291908,0.0001533235,0.01108164,0.002630636,0.00020217,5.577471e-8,0.005333417,0.0004862118,0.001613477,0.578158,0.3723617,0.02796643],"study_design_scores_gemma":[0.0007644705,0.0002378115,0.2222192,0.0000956001,0.00001361426,0.00003138159,0.001871638,0.1134103,0.00001525073,0.001063052,0.6597752,0.0005025087],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1328006,0.003909941,0.06081009,0.7999108,0.0004700187,0.000779699,0.0001441718,0.0006362785,0.00053842],"genre_scores_gemma":[0.9973527,0.0007643907,0.0001464021,0.0009516124,0.0003960277,0.0001082712,0.0001620637,0.00003045173,0.00008803711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8645521,"threshold_uncertainty_score":0.5258179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06820458177041294,"score_gpt":0.3100423344705631,"score_spread":0.2418377527001501,"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."}}