{"id":"W4302532244","doi":"","title":"Pigments and photoacclimation processes","year":2011,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Pigment; Environmental science; Oceanography; Astrobiology; Biology; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002053007,0.0003885486,0.0002880759,0.0003142968,0.0006350741,0.001714968,0.0002945171,0.0007753256,0.01162841],"category_scores_gemma":[0.0004681179,0.0001746101,0.0002485941,0.000328309,0.0005505226,0.0009762908,0.0004570505,0.0005319052,0.0009665549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007902849,"about_ca_system_score_gemma":0.0001577413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001590508,"about_ca_topic_score_gemma":0.000774792,"domain_scores_codex":[0.9999266,0.00001136898,0.000001438514,0.0000326735,0.00001651557,0.00001142287],"domain_scores_gemma":[0.9997867,0.0001098167,0.0000254274,0.0000200931,0.00003574632,0.00002226604],"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":[0.001112486,0.0002126725,0.007081363,0.001138946,0.0001231704,0.0009551048,0.00142034,0.02103749,0.6805421,0.1804462,0.01062372,0.09530644],"study_design_scores_gemma":[0.0002137435,0.0005770397,0.1332573,0.0001643116,0.0002049038,0.00115702,0.001699341,0.1022725,0.3099077,0.330773,0.1194822,0.000290865],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7542109,0.03625942,0.03066568,0.005342033,0.0009015782,0.00006662872,0.0003127202,0.0007584813,0.1714825],"genre_scores_gemma":[0.9586426,0.003590178,0.001104567,0.0001837425,0.0001839297,0.00001102002,0.00005438612,0.00009119365,0.03613852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162841,"threshold_uncertainty_score":0.03890091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716451780627855,"score_gpt":0.2371055498853165,"score_spread":0.219941032079038,"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."}}