{"id":"W6931772899","doi":"10.5281/zenodo.7875174","title":"FIGURES 186–192 in Morphological and molecular characterization of twenty-five new Diploneis species (Bacillariophyta) from Lake Tanganyika and its surrounding areas","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Raphe; Terminal (telecommunication); Scale (ratio); Characterization (materials science); Ridge","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008656475,0.0002378499,0.0004462239,0.0005904841,0.0008418331,0.000126288,0.0004296143,0.000390429,0.01433794],"category_scores_gemma":[0.001989801,0.0002366391,0.00003584136,0.0005982295,0.000144735,0.0001092467,0.001031124,0.0008425933,0.001758411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331076,"about_ca_system_score_gemma":0.00003493743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006364458,"about_ca_topic_score_gemma":0.00007773744,"domain_scores_codex":[0.9968219,0.001013372,0.0004843361,0.0005891618,0.0004828022,0.0006083845],"domain_scores_gemma":[0.9985961,0.0001779895,0.000296899,0.0003306775,0.0002303593,0.0003679245],"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":[0.0005227792,0.0002858338,0.003517519,0.003757576,0.0002560989,0.000453867,0.009796744,0.00000387001,0.07515941,0.005867975,0.8628445,0.03753378],"study_design_scores_gemma":[0.0008834231,0.0001360164,0.03065886,0.001181554,0.0000155123,0.000008647467,0.0003454336,0.00006849924,0.0001226845,0.0001255821,0.9662094,0.0002443993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6074874,0.001851909,0.001035869,0.003954971,0.0007455741,0.005686748,0.007686885,0.002753039,0.3687976],"genre_scores_gemma":[0.3536179,0.01575701,0.0002968366,0.0009182999,0.0019062,0.000002287847,0.01700525,0.01884257,0.5916536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2538694,"threshold_uncertainty_score":0.9990188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05947382301682781,"score_gpt":0.3290002730917966,"score_spread":0.2695264500749688,"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."}}