{"id":"W4392251729","doi":"","title":"Mécanismes physiologiques et moléculaires impliqués dans la survie de Fragilariopsis cylindrus (diatomée polaire) à une période d’obscurité prolongée","year":2022,"lang":"fr","type":"preprint","venue":"theses.fr (ABES)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Darkness; Diatom; Polar; Biology; Psychology; Ecology; Botany; Astronomy; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.008140605,0.001668453,0.002287767,0.0004496805,0.001207954,0.001306921,0.004351717,0.001324431,0.00455977],"category_scores_gemma":[0.00111982,0.001553081,0.001074285,0.001030914,0.001865175,0.0006242741,0.006379703,0.003499022,0.0006568802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001237723,"about_ca_system_score_gemma":0.003613627,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1976305,"about_ca_topic_score_gemma":0.01022571,"domain_scores_codex":[0.984264,0.006267213,0.001575747,0.002751666,0.002090917,0.003050413],"domain_scores_gemma":[0.9927165,0.002202705,0.0009142216,0.002864618,0.0003991237,0.0009028652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0008535152,0.004299565,0.02292839,0.003115537,0.001388404,0.004022928,0.07621685,0.01485899,0.2242227,0.6343983,0.001167729,0.01252709],"study_design_scores_gemma":[0.003677014,0.002148152,0.2943659,0.002676853,0.001159732,0.001171561,0.03655114,0.006154402,0.2400063,0.1766388,0.2271568,0.008293263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934705,0.003632803,0.0003797637,0.004667607,0.001245496,0.001921615,0.002042373,0.0007018218,0.05070359],"genre_scores_gemma":[0.986052,0.006595019,0.002902869,0.0006783082,0.0006527735,0.001300781,0.0003744531,0.0003449816,0.001098843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4577595,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244373607416544,"score_gpt":0.3172207040020287,"score_spread":0.2947769679278632,"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."}}