{"id":"W7066041187","doi":"","title":"The Genetic Basis of Natural Variation in Algal Neutral Lipid Accumulation","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Algal biology and biofuel production","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Chlamydomonas reinhardtii; Intraspecific competition; Genetic variation; Adaptation (eye); Natural selection; Algae; Selection (genetic algorithm); Nutrient; Latitude","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002459034,0.0001077841,0.0001051296,0.0003602402,0.0002610596,0.0002198043,0.0001210261,0.0001556513,0.0008972902],"category_scores_gemma":[0.0002292801,0.0001323798,0.0001256589,0.0002720796,0.0002145332,0.0000762221,0.0002226438,0.00023575,0.0001810031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002438705,"about_ca_system_score_gemma":0.0001542545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001492143,"about_ca_topic_score_gemma":0.003006023,"domain_scores_codex":[0.9998747,0.00002634081,0.000008111942,0.00005074172,0.00001947255,0.00002061167],"domain_scores_gemma":[0.9998351,0.00006488181,0.00003205765,0.0000212647,0.00001827332,0.00002845429],"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":[0.000298747,0.0001066527,0.1047342,0.00003322692,0.00008389644,0.0001791456,0.0004897378,0.0003895071,0.8806522,0.001138647,0.000132437,0.01176157],"study_design_scores_gemma":[0.00001245953,0.00008012556,0.9769893,0.000007148279,0.00002748921,0.0002154606,0.0001550006,0.0006968184,0.02033513,0.0004051559,0.001065025,0.00001097823],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989365,0.00008705485,0.0002685406,0.00001905427,0.000001520527,0.000003368158,0.0001118473,0.000004345778,0.0005677553],"genre_scores_gemma":[0.9984897,0.0001055723,0.0004058522,0.00001989429,0.000002250111,0.000008872279,0.000339201,0.000006128021,0.0006225485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001492143,"threshold_uncertainty_score":0.00300175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955709031824158,"score_gpt":0.3125710183941973,"score_spread":0.2930139280759557,"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."}}