{"id":"W7066019901","doi":"","title":"Functional and bioactive properties of protein isolates and hydrolysates from 
\\ncamelina and sophia seed meals","year":2023,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Camelina; Hydrolysate; Camelina sativa; Functional food; Food products; Soy protein; Food industry; Plant protein","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002806469,0.0003404589,0.0005424299,0.00125846,0.0006326234,0.0001275958,0.0002730752,0.0006096698,0.00001342082],"category_scores_gemma":[0.0001558101,0.0003919608,0.00008873195,0.0009453634,0.0005073529,0.0005206867,0.0002425092,0.0008153805,0.00001221825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002357227,"about_ca_system_score_gemma":0.0002224881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002646119,"about_ca_topic_score_gemma":0.000412307,"domain_scores_codex":[0.9979708,0.0003010718,0.0002478968,0.0005981887,0.0004856154,0.0003964464],"domain_scores_gemma":[0.9986402,0.0002572749,0.0001104476,0.0002392162,0.0004473513,0.0003054784],"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":[0.009968529,0.0001836581,0.001566017,0.001880733,0.001642755,0.0003359705,0.004771363,0.0003051433,0.9753782,0.002099701,0.0007165751,0.001151356],"study_design_scores_gemma":[0.02573478,0.002969945,0.06627946,0.004411105,0.002691006,0.0000397193,0.1172415,0.02296582,0.7268929,0.003805036,0.02112849,0.005840207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926997,0.0004807673,0.00001767947,0.00004184541,0.00222483,0.0006193928,0.00008154672,0.000205739,0.003628502],"genre_scores_gemma":[0.9798743,0.0007378575,0.0000676741,0.000001099163,0.001083975,7.976095e-7,0.0001531009,0.00005851813,0.0180227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484852,"threshold_uncertainty_score":0.9998533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310134707681619,"score_gpt":0.216854971182966,"score_spread":0.1937536241061498,"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."}}