{"id":"W6930270322","doi":"10.5281/zenodo.11104128","title":"Anacaena lutescens","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Shore; Far East; Confluence; Population structure","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":[0.0001445672,0.000754849,0.0003859232,0.0015458,0.001256508,0.0004017199,0.0004098213,0.0006062565,0.01484136],"category_scores_gemma":[0.0002862252,0.0002327121,0.000266144,0.0007280719,0.000452733,0.001141466,0.0006121945,0.0007978711,0.007293437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007785574,"about_ca_system_score_gemma":0.0002603371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006164527,"about_ca_topic_score_gemma":0.01569837,"domain_scores_codex":[0.999863,0.00001459953,0.00001387502,0.00005256069,0.00004081697,0.00001523172],"domain_scores_gemma":[0.9999135,0.00001496709,0.00002648056,0.000006097038,0.00002672987,0.00001229552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006919759,0.0002367611,0.01438054,0.002454658,0.00006958953,0.007378317,0.002950868,0.002321303,0.07525394,0.01171105,0.06171251,0.8208384],"study_design_scores_gemma":[0.0001275972,0.0006737799,0.1073331,0.001059455,0.0001390662,0.007235334,0.001642016,0.0007425184,0.008642171,0.004470434,0.8678674,0.00006721231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2860017,0.03685208,0.006821062,0.002363243,0.001958821,0.0006397802,0.00986701,0.001284189,0.6542122],"genre_scores_gemma":[0.8845778,0.006626646,0.005065354,0.001433675,0.0003900885,0.0001854205,0.005399461,0.00007368872,0.09624794],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01484136,"threshold_uncertainty_score":0.04964924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04541684363010341,"score_gpt":0.2525587735824089,"score_spread":0.2071419299523055,"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."}}