{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001471225,0.000339383,0.0002568871,0.001124593,0.0009487786,0.0004902937,0.0001890648,0.0002485247,0.001184965],"category_scores_gemma":[0.0001943499,0.0001759674,0.0002123295,0.00130873,0.000336564,0.0002431992,0.0004816394,0.0001478926,0.0002453531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006193235,"about_ca_system_score_gemma":0.0003945359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04503699,"about_ca_topic_score_gemma":0.1136266,"domain_scores_codex":[0.9998943,0.000009362562,0.0000106101,0.00002965207,0.00002295311,0.00003305298],"domain_scores_gemma":[0.999828,0.00001237462,0.00003991076,0.00001245339,0.00004290702,0.00006438208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002548259,0.00003806054,0.9567992,0.00007599563,0.0001036816,0.0002752066,0.001941243,0.00006861948,0.03014879,0.00003612745,0.0001794053,0.01007872],"study_design_scores_gemma":[0.000001627026,0.00001913742,0.9988675,0.000003044658,0.000008900234,0.00008741221,0.0004696349,0.00001684364,0.0002313296,0.000005159,0.0002881039,0.00000124521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989982,0.0001922032,0.00001820552,0.0000110717,0.00000190485,0.000003405874,0.0004209219,7.926629e-7,0.0003532984],"genre_scores_gemma":[0.9969228,0.0004876417,0.0001555343,0.00002881495,0.000005924118,0.00001074776,0.001348945,0.000001455787,0.001038255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04503699,"threshold_uncertainty_score":0.08954966,"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."}}