{"id":"W2021976172","doi":"10.1139/b05-010","title":"Observations on new and rare species of freshwater diatoms from Cape Cod, Massachusetts, USA","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad Nacional de La Plata; National Science Foundation","keywords":"Diatom; Taxon; Cape; Biology; Rare species; Kettle (birds); Peninsula; Ecology; Zoology; Archaeology; Geography; Habitat","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002430147,0.00009862195,0.0002228082,0.0001501508,0.00009994508,0.0001377303,0.0002645021,0.00005402546,0.004107238],"category_scores_gemma":[0.0001180734,0.00008031794,0.00005667568,0.0001110418,0.0001237608,0.0002754454,0.000016293,0.0001477941,0.00007398028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001007515,"about_ca_system_score_gemma":0.0008394368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01131755,"about_ca_topic_score_gemma":0.1743979,"domain_scores_codex":[0.9989336,0.00004408084,0.0003282558,0.0001183768,0.0002784471,0.0002972716],"domain_scores_gemma":[0.9987433,0.00009090445,0.000147501,0.0001643081,0.0001308671,0.0007230998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008825567,0.00007418389,0.2844186,0.00002771381,0.00009734933,0.0004098938,0.002490524,0.0002867119,0.4765085,0.003754223,0.2247522,0.007091767],"study_design_scores_gemma":[0.001081971,0.000243144,0.4297908,0.0002301061,0.00003927933,0.00003771984,0.0004547646,0.0001277223,0.0580928,0.001178121,0.5084425,0.0002810561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938241,0.001200856,0.00003005472,0.003748258,0.0002027945,0.00005591319,0.0003657712,0.000002517878,0.0005697932],"genre_scores_gemma":[0.9955913,0.00007861373,0.00195416,0.0002836704,0.0004454884,6.109022e-7,0.000003098589,0.00001216126,0.001630894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4184157,"threshold_uncertainty_score":0.9968032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03659653443411467,"score_gpt":0.2446471215988975,"score_spread":0.2080505871647828,"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."}}