{"id":"W2120112548","doi":"10.1016/j.protis.2008.02.001","title":"Morphological Variation of Gephyrocapsa oceanica Kamptner 1943 in Plankton Samples: Implications for Ecologic and Taxonomic Interpretations","year":2008,"lang":"en","type":"article","venue":"Protist","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Biology; Plankton; Ecology; Genus; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000134383,0.0000689376,0.0001418624,0.00005835256,0.00009106619,0.00001241262,0.0000916487,0.00004880498,0.0002156419],"category_scores_gemma":[0.00007983666,0.00005715141,0.00003291497,0.00008945876,0.00005476607,0.00008844098,0.00001317811,0.00005291494,0.00001025615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004615469,"about_ca_system_score_gemma":0.00003603075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0014136,"about_ca_topic_score_gemma":0.004917669,"domain_scores_codex":[0.9993832,0.00003386693,0.0002412283,0.000178343,0.00003685503,0.000126579],"domain_scores_gemma":[0.9995551,0.0001897602,0.00009545732,0.00009488153,0.00002566405,0.00003910732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003809532,0.00003676868,0.9927439,0.00003679176,0.00001011097,0.000001379254,0.000155097,0.0002983106,0.0001077726,0.0009788221,0.0003777742,0.00521518],"study_design_scores_gemma":[0.0002324343,0.0001695252,0.9919144,0.000006667228,0.00000706094,0.00003897208,0.00002832661,0.004282264,0.00001158726,0.001805853,0.001431026,0.00007186608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875237,0.0001413187,0.006149367,0.0003330925,0.00009203398,0.001151122,0.0004707533,0.0000248904,0.004113671],"genre_scores_gemma":[0.9966589,0.00003391028,0.002895341,0.00006332028,0.00002383821,0.00005839233,0.0001988781,0.000001648699,0.00006580282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009135119,"threshold_uncertainty_score":0.2744175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537474244978783,"score_gpt":0.228276642140226,"score_spread":0.1929018996904381,"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."}}