{"id":"W2047446653","doi":"10.1007/s00253-013-5226-x","title":"Ice recrystallization inhibition mediated by a nuclear-expressed and -secreted recombinant ice-binding protein in the microalga Chlamydomonas reinhardtii","year":2013,"lang":"en","type":"article","venue":"Applied Microbiology and Biotechnology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Chlamydomonas reinhardtii; Recombinant DNA; Mixotroph; Yeast; Biology; Bioreactor; Biochemistry; Biophysics; Food science; Cell biology; Chemistry; Botany; Gene; Heterotroph; Bacteria","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":[0.000154916,0.0001684794,0.0001866989,0.00004549173,0.0001747324,0.00002030606,0.0001708778,0.0005712555,0.00021129],"category_scores_gemma":[0.00004152559,0.0001099595,0.00001827578,0.0002975723,0.0007642452,0.0000650791,0.0002236903,0.0003377945,0.0001193936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003170417,"about_ca_system_score_gemma":0.000003115841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001434709,"about_ca_topic_score_gemma":0.00003426231,"domain_scores_codex":[0.9988939,0.00007639245,0.0002367921,0.0004552335,0.00003431169,0.0003034284],"domain_scores_gemma":[0.9996328,0.00007851684,0.000101077,0.0001452218,0.000005983482,0.00003644194],"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":[0.00002962103,0.00007265875,0.00006324842,0.000006268092,0.00000530509,0.000001336654,0.00006591599,1.902761e-7,0.9960366,0.0008267118,0.00119166,0.001700473],"study_design_scores_gemma":[0.0009184163,0.0002068878,0.001478658,0.00002291334,0.00001063363,0.00004109863,0.0003128929,0.00007063599,0.9791369,0.006966871,0.01052714,0.0003069782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941893,0.00005439649,0.0000385797,0.004588574,0.00001338967,0.000754839,0.00001952892,0.00007143716,0.0002699445],"genre_scores_gemma":[0.9982944,0.0001409814,0.0004660883,0.0006318971,0.000005292859,0.0001449133,0.0002573477,0.000007896273,0.0000512304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01689973,"threshold_uncertainty_score":0.4484019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005975309733595572,"score_gpt":0.1719388953079424,"score_spread":0.1659635855743468,"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."}}