{"id":"W2132079840","doi":"10.3989/scimar.2004.68s1163","title":"The present-day Mediterranean brachiopod fauna: diversity, life habits, biogeography and paleobiogeography","year":2004,"lang":"en","type":"article","venue":"Scientia Marina","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biogeography; Fauna; Mediterranean climate; Diversity (politics); Geography; Ecology; Biology; Anthropology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00144846,0.0001698811,0.0001597661,0.0002698612,0.002802577,0.0001816045,0.0007595791,0.0001324341,0.0007667225],"category_scores_gemma":[0.0001248473,0.0001118109,0.0001156469,0.0006997335,0.001636756,0.0002371769,0.000574553,0.0002899854,0.0001567061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002540582,"about_ca_system_score_gemma":0.00005858157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003774129,"about_ca_topic_score_gemma":0.01861815,"domain_scores_codex":[0.9981039,0.0001848764,0.0001844591,0.0004838012,0.0003580333,0.0006848932],"domain_scores_gemma":[0.9989184,0.000275314,0.00006842935,0.0003296244,0.00005577971,0.0003524364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004046987,0.00002238671,0.9810428,0.000008072728,0.00006019242,0.00001464873,0.00009554737,0.00001820178,0.000002106464,0.000376125,0.0009243868,0.01739506],"study_design_scores_gemma":[0.000430814,0.0001682498,0.9653499,0.000003808881,0.00002006767,0.00001698438,0.00007884587,0.0001057813,0.000008499548,0.005458173,0.02821372,0.0001451265],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783957,0.002847653,0.00001288284,0.004128178,0.001192947,0.0003265412,0.00005531943,0.00006647619,0.01297432],"genre_scores_gemma":[0.9983197,0.0007774475,0.0000702012,0.0002755676,0.0001214764,0.000002259196,0.00008749731,0.000002523213,0.0003433061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02728933,"threshold_uncertainty_score":0.9992895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432467959376445,"score_gpt":0.2156585256654522,"score_spread":0.2013338460716877,"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."}}