{"id":"W7067401761","doi":"","title":"&lt;i&gt;Pseudo-nitzschia pungens&lt;/i&gt; (Bacillariophyceae): a cosmopolitan diatom species?","year":2008,"lang":"en","type":"article","venue":"Flanders Marine Institute (Flanders Marine Institute)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clade; Sympatric speciation; Cosmopolitan distribution; Intraspecific competition; Diatom; Biogeography; Reproductive isolation","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":["insufficient_payload"],"category_scores_codex":[0.0008661353,0.001198639,0.001925222,0.00117979,0.001499097,0.0003102126,0.001376775,0.0004710947,0.004156383],"category_scores_gemma":[0.0003888844,0.001326993,0.0007595572,0.001097592,0.002009844,0.001965925,0.001702815,0.0006763307,0.01583973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009575908,"about_ca_system_score_gemma":0.000368027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004184064,"about_ca_topic_score_gemma":0.01858082,"domain_scores_codex":[0.9935927,0.00004830508,0.002034579,0.00213312,0.0003711552,0.00182015],"domain_scores_gemma":[0.9963849,0.0000945272,0.0009317087,0.001645606,0.0001967078,0.0007465031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003135785,0.0006687599,0.3484569,0.0001829052,0.001447742,0.0008671685,0.001116717,0.001009013,0.00005725383,0.2142761,0.4309379,0.0006660337],"study_design_scores_gemma":[0.004773362,0.0001438934,0.1691214,0.00003336581,0.00009915423,0.0003069289,0.0001451753,0.0008375234,0.00002322465,0.006101276,0.8165914,0.001823288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4922133,0.0003763805,0.0007694034,0.0007892601,0.009001293,0.0007294457,0.00004417698,0.0003439498,0.4957328],"genre_scores_gemma":[0.8090393,0.002732739,0.0001604627,0.001092721,0.001019056,0.0001128845,0.001018672,0.00008560964,0.1847386],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3856536,"threshold_uncertainty_score":0.9998008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03399917867478882,"score_gpt":0.1992608951663394,"score_spread":0.1652617164915506,"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."}}