{"id":"W2735153396","doi":"10.18520/cs/v111/i2/261-262","title":"Cysted Forms of Halophilic Microalga Dunaliella salina under Different Stress Conditions","year":2016,"lang":"en","type":"article","venue":"Current Science","topic":"Algal biology and biofuel production","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography","funders":"","keywords":"Dunaliella salina; Halophile; Dunaliella; Botany; Biology; Algae; Pigment; Stress (linguistics); Food science; Chemistry; Bacteria; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000178573,0.0001127558,0.0001291493,0.0001125349,0.0001975181,0.00001167391,0.000312736,0.00005287871,0.0001862517],"category_scores_gemma":[0.00007527656,0.0000607526,0.00005197663,0.000306892,0.001191343,0.0001874478,0.0000875781,0.00006965021,0.00008201963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000611365,"about_ca_system_score_gemma":0.00005607876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001489096,"about_ca_topic_score_gemma":0.0000292503,"domain_scores_codex":[0.9989319,0.00003294794,0.0002155284,0.0003411745,0.0002077107,0.0002706695],"domain_scores_gemma":[0.999346,0.00004637147,0.0001185526,0.0002845383,0.0001288919,0.00007560371],"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":[0.00002096902,0.0001773531,0.01429881,0.00003317838,0.00001051098,3.836431e-7,0.00006974291,0.00001621788,0.865931,0.1018815,0.000112352,0.01744789],"study_design_scores_gemma":[0.0005514013,0.0001189332,0.2033797,0.0001768363,0.00002188587,0.00001173794,0.00007273872,0.00003365603,0.755496,0.03788233,0.002000976,0.0002537227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964716,0.0003159043,0.0006639753,0.0005768102,0.001100086,0.0001006517,0.00004918263,0.00004232591,0.0006794948],"genre_scores_gemma":[0.9995924,0.00008813985,0.00001425723,0.00002057598,0.00008882271,0.000008653579,0.00002079903,0.000004149598,0.0001621899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1890809,"threshold_uncertainty_score":0.4389553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02556732563988218,"score_gpt":0.2875501529553933,"score_spread":0.2619828273155111,"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."}}