{"id":"W6949451577","doi":"10.5281/zenodo.13258594","title":"Microcercis minor Foster 2024","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":"Dorsum; Occiput; Washer; Lobe; Gray (unit)","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":[0.00007744323,0.000433648,0.0001518492,0.001225836,0.0009748265,0.0004589812,0.0003440416,0.000331661,0.0357753],"category_scores_gemma":[0.0002536439,0.0001298831,0.000156046,0.0005040406,0.0002239036,0.0004343209,0.0006501922,0.0004229885,0.01422967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000698265,"about_ca_system_score_gemma":0.0003861558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01114992,"about_ca_topic_score_gemma":0.02266675,"domain_scores_codex":[0.9998475,0.00000950118,0.000009337549,0.00005102149,0.00005245917,0.00003021413],"domain_scores_gemma":[0.9998342,0.00001708147,0.00004224763,0.0000150889,0.00006158435,0.00002985982],"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":[0.0003616196,0.00018481,0.02362395,0.0003426427,0.00002260319,0.002410709,0.0005185309,0.0002310698,0.0415436,0.008925456,0.09055305,0.8312819],"study_design_scores_gemma":[0.00003248851,0.0002362124,0.05814862,0.0002549232,0.00003032187,0.005243426,0.0004103938,0.0004389159,0.008488879,0.001430157,0.9252664,0.00001926548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1369815,0.007811833,0.003859034,0.00131856,0.001388204,0.0003066077,0.003306103,0.0009416562,0.8440865],"genre_scores_gemma":[0.6393463,0.004632208,0.007415418,0.001141994,0.0004108005,0.0001326608,0.003950224,0.00007740458,0.342893],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0357753,"threshold_uncertainty_score":0.1196803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250417667403117,"score_gpt":0.2649554323267393,"score_spread":0.2324512556527082,"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."}}