{"id":"W3169375138","doi":"10.2139/ssrn.3732378","title":"Is Gene Duplication Driving Cold Adaptation in the Antarctic Green Alga &lt;i&gt;Chlamydomonas&lt;/i&gt; Sp. UWO241?","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Algal biology and biofuel production","field":"Energy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Western University","funders":"","keywords":"Chlamydomonas; Chlamydomonas reinhardtii; Gene duplication; Adaptation (eye); Gene; Chemistry; Botany; Biology; Biophysics; Biochemistry; Neuroscience","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":[0.0001943222,0.0002421095,0.0005981825,0.0005952152,0.0005545468,0.0007645906,0.0004527215,0.001008506,0.002232584],"category_scores_gemma":[0.0006817498,0.0003676579,0.0002551866,0.001201683,0.0006120425,0.0004708273,0.0004799784,0.0004529175,0.001148756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007894739,"about_ca_system_score_gemma":0.0006937278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005966672,"about_ca_topic_score_gemma":0.00627961,"domain_scores_codex":[0.9998183,0.00001478221,0.00001409044,0.00006738553,0.00003433841,0.0000512404],"domain_scores_gemma":[0.9995796,0.00009561149,0.0001203778,0.00006341436,0.00005915307,0.00008193542],"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":[0.0005601005,0.0000283131,0.04593278,0.0003739698,0.000054137,0.00213919,0.0005743727,0.0009685489,0.9268258,0.001223591,0.0005234437,0.02079578],"study_design_scores_gemma":[0.0000971533,0.0002904866,0.8790247,0.0001019846,0.0001567262,0.003833337,0.002358028,0.002854948,0.09848987,0.001624046,0.01105921,0.0001094711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964647,0.0003467216,0.0003278656,0.000180186,0.00002063948,0.000007520987,0.0005768646,0.00003702005,0.002038385],"genre_scores_gemma":[0.9976652,0.0002890402,0.0002541906,0.0001845386,0.00001882364,0.000009653497,0.0006837829,0.00003123751,0.0008635228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005966672,"threshold_uncertainty_score":0.01186389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507123169836134,"score_gpt":0.2263054080468024,"score_spread":0.2112341763484411,"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."}}