{"id":"W6892987326","doi":"10.5281/zenodo.13362397","title":"Pleurotaenium subcoronulatum var. detum","year":2024,"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":"Sierra leone; Situated; Apex (geometry); North west; The Republic","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":[0.0001074558,0.0005561761,0.0002045578,0.0007588135,0.0009537216,0.0002985812,0.0004332107,0.0003084339,0.00957053],"category_scores_gemma":[0.0002332884,0.0001979515,0.0001627872,0.0007064466,0.0002184165,0.0007599779,0.0006993901,0.0004335063,0.003271507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002908264,"about_ca_system_score_gemma":0.0001739021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003498879,"about_ca_topic_score_gemma":0.00760778,"domain_scores_codex":[0.9999006,0.00001435687,0.00001081226,0.00002917679,0.00002931806,0.00001565516],"domain_scores_gemma":[0.9998693,0.00002170567,0.00004127357,0.00001323737,0.00003717816,0.00001731676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007445522,0.0002767467,0.0815783,0.002195561,0.0001528794,0.01136902,0.002356836,0.00193576,0.146183,0.003840176,0.01893114,0.7304359],"study_design_scores_gemma":[0.00008150759,0.0005460262,0.5233818,0.0004960657,0.0001863803,0.01879744,0.001628039,0.001192831,0.01330836,0.001715292,0.4386165,0.0000496642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6237774,0.01170151,0.00473152,0.000868502,0.0004748,0.0003658054,0.003770543,0.0004467428,0.3538631],"genre_scores_gemma":[0.9831086,0.001058128,0.001221641,0.000288502,0.00009284354,0.0000700069,0.001580082,0.00001706478,0.01256321],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00957053,"threshold_uncertainty_score":0.03201663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027270807674645,"score_gpt":0.26148761365604,"score_spread":0.2312149055792936,"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."}}