{"id":"W6990964521","doi":"","title":"Epiphytic diatoms from Terra Nova Bay (Ross Sea, Antarctica) - biodiversity,communities structure and distribution patternsis","year":2011,"lang":"en","type":"article","venue":"Università Politecnica delle Marche (Università Politecnica delle Marche)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bay; Nova (rocket); Epiphyte; Distribution (mathematics); Nova scotia","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000774484,0.0009775652,0.001082952,0.0009277505,0.001737777,0.0003514959,0.00279118,0.0006793321,0.0135575],"category_scores_gemma":[0.00009545913,0.001061763,0.0004976196,0.001198186,0.002583825,0.001486375,0.004779039,0.001354603,0.0005738129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212805,"about_ca_system_score_gemma":0.0004890398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05117169,"about_ca_topic_score_gemma":0.001838513,"domain_scores_codex":[0.9932951,0.001016238,0.0006511894,0.001468728,0.001222951,0.002345769],"domain_scores_gemma":[0.9948254,0.0008386536,0.000429397,0.001994925,0.0004902602,0.001421362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01160304,0.005676615,0.6062784,0.001974993,0.004313807,0.005218462,0.1110682,0.0002120578,0.0655522,0.05871556,0.07607781,0.05330887],"study_design_scores_gemma":[0.02465602,0.003164625,0.5555744,0.001291509,0.00363808,0.0005388376,0.1140869,0.01060644,0.04124389,0.01617313,0.2173129,0.01171315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765542,0.0008112842,0.001276549,0.001870624,0.0003378582,0.000738835,0.009900564,0.0004038671,0.008106187],"genre_scores_gemma":[0.9932986,0.0009753507,0.002265527,0.0004685809,0.0001703883,0.000003743377,0.00151911,0.00007947854,0.001219227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1412351,"threshold_uncertainty_score":0.9995618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817304088203787,"score_gpt":0.2395633883745795,"score_spread":0.2013903474925416,"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."}}