{"id":"W2072442361","doi":"10.1007/s11248-011-9575-x","title":"Expression of polyhydroxybutyric acid as a model for metabolic engineering of soybean seed coats","year":2011,"lang":"en","type":"article","venue":"Transgenic Research","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Health Canada; University of Ottawa; Canadian Food Inspection Agency","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Polyhydroxybutyrate; Coat; Ralstonia; Transformation (genetics); Biotechnology; Biochemistry; Gene; Genetics; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001424421,0.000131259,0.0003462863,0.0002071601,0.00009377269,0.00001403755,0.000521536,0.00009942806,0.0002969728],"category_scores_gemma":[0.00007613125,0.00009780232,0.0001367139,0.0002138223,0.0001670309,0.0001475984,0.00005116082,0.0001225393,0.00001663284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009003603,"about_ca_system_score_gemma":0.0001416182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005878349,"about_ca_topic_score_gemma":0.00001418332,"domain_scores_codex":[0.9982449,0.0001178464,0.0003762063,0.000264446,0.0005223085,0.0004742721],"domain_scores_gemma":[0.9991522,0.000118618,0.00005957946,0.0003960061,0.0001676103,0.000105923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003421446,0.00009056868,0.0000299741,0.0002085918,0.00001332701,2.639365e-7,0.003745517,0.00002083004,0.9936016,0.0008716907,0.00001134216,0.001064215],"study_design_scores_gemma":[0.00031791,0.0001412499,0.0001138511,0.00007312286,0.00001811736,9.862374e-7,0.0001265737,0.01645397,0.9821905,0.0004252201,0.00003268548,0.0001057893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789848,0.00970633,0.0102055,0.00004338801,0.00006231303,0.0003669528,0.00006768707,0.00002994493,0.0005330399],"genre_scores_gemma":[0.9927823,0.000132405,0.006553446,0.000004608221,0.00002081416,0.00009489593,0.000001656713,0.00002743077,0.0003824598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01643314,"threshold_uncertainty_score":0.3988263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623208842516452,"score_gpt":0.3216899308318336,"score_spread":0.1593690465801884,"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."}}