{"id":"W267388884","doi":"10.1079/9781845934941.0100","title":"Considerations for the selection and commercialization of new or alternate species.","year":2010,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Biodome","funders":"","keywords":"Commercialization; Selection (genetic algorithm); Computer science; Business; Artificial intelligence; Marketing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002000969,0.000482933,0.0004277322,0.001030511,0.001023945,0.003331896,0.001762592,0.001844028,0.02017],"category_scores_gemma":[0.001707094,0.0003049152,0.0002726886,0.001276184,0.001515012,0.003663599,0.001199257,0.002644372,0.005657075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222643,"about_ca_system_score_gemma":0.001398767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003008638,"about_ca_topic_score_gemma":0.02200621,"domain_scores_codex":[0.9992641,0.0001479564,0.00002895609,0.0001081545,0.000408802,0.00004204809],"domain_scores_gemma":[0.9992576,0.0004118248,0.00003605646,0.00004129562,0.00016381,0.00008932241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001039238,0.000115992,0.0006493625,0.0008689525,0.00001083604,0.0007966037,0.0008254592,0.0006352908,0.01534516,0.1186135,0.1140376,0.7479972],"study_design_scores_gemma":[0.00001073497,0.0000678609,0.001034001,0.000443808,0.00000989285,0.00114539,0.0005083327,0.0002707146,0.001619803,0.03040408,0.9644631,0.00002234554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007503268,0.1487229,0.02182802,0.02580476,0.00299442,0.0001799228,0.0002309393,0.0002402159,0.7924956],"genre_scores_gemma":[0.08043604,0.1639545,0.157497,0.01237049,0.002098713,0.0004551321,0.0006652729,0.000413324,0.5821096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02017,"threshold_uncertainty_score":0.06747538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09403030384983369,"score_gpt":0.2553568477567453,"score_spread":0.1613265439069116,"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."}}