{"id":"W2441197872","doi":"10.1021/pr501316h","title":"Comparative Shotgun Proteomic Analysis of Wastewater-Cultured Microalgae: Nitrogen Sensing and Carbon Fixation for Growth and Nutrient Removal in <i>Chlamydomonas reinhardtii</i>","year":2015,"lang":"en","type":"article","venue":"Journal of Proteome Research","topic":"Algal biology and biofuel production","field":"Energy","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chlamydomonas reinhardtii; Biochemistry; Nitrogen assimilation; Biology; Photosynthesis; Carbon fixation; Wastewater; Metabolism; Metabolic pathway; Nitrate reductase; Sewage treatment; Amino acid; Food science; Enzyme; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002007117,0.0003158995,0.0004543882,0.0002003918,0.0002386436,0.0003127177,0.0002136774,0.0002607728,0.0002329179],"category_scores_gemma":[0.0001558269,0.0001459977,0.0003799059,0.0003550788,0.0001181633,0.0002012226,0.0002252129,0.0002291341,0.0001231924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003069683,"about_ca_system_score_gemma":0.000345191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003502588,"about_ca_topic_score_gemma":0.004264544,"domain_scores_codex":[0.9998581,0.00001236792,0.0000154179,0.0000447999,0.00004537868,0.00002383384],"domain_scores_gemma":[0.9999111,0.00001559422,0.00001477363,0.00001056931,0.00003050693,0.00001745666],"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":[0.00003722796,0.000004776393,0.0002675407,0.00001540412,0.0000034909,0.00001015815,0.00001001763,0.00001625901,0.9993523,0.000005013333,0.000004952757,0.0002729952],"study_design_scores_gemma":[0.000007961105,0.0002175173,0.07364133,0.000007717064,0.00006289808,0.0002656197,0.0001522988,0.0008901121,0.9236247,0.00003134584,0.001084373,0.00001423168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970977,0.0005062597,0.001063442,0.00002649302,0.000009677126,0.00001204453,0.0009832088,0.00001532012,0.0002859007],"genre_scores_gemma":[0.9878922,0.0007817683,0.005544733,0.00007911756,0.000006223,0.00005101738,0.00420821,0.00002713215,0.001409614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003502588,"threshold_uncertainty_score":0.006964386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07368388247754062,"score_gpt":0.3416958669953117,"score_spread":0.2680119845177711,"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."}}