{"id":"W6930350853","doi":"10.5281/zenodo.13258587","title":"Microcercis bispina 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":"Occiput; Dorsum; Scape; Vertex (graph theory); Trunk; Pedicel","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":[0.00009329359,0.0004536381,0.0001611486,0.001338201,0.001213311,0.0004259983,0.0003663604,0.0003402238,0.02049408],"category_scores_gemma":[0.0002185284,0.000128258,0.0001505361,0.0006027182,0.0002924256,0.0003984147,0.0008590123,0.0003173877,0.0072439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576387,"about_ca_system_score_gemma":0.0002731851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01930954,"about_ca_topic_score_gemma":0.04122116,"domain_scores_codex":[0.9998784,0.000008839143,0.000007934267,0.00004820325,0.00003672563,0.00001978556],"domain_scores_gemma":[0.9998972,0.0000138725,0.00002575143,0.000008870368,0.00003822033,0.00001596866],"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":[0.0003816124,0.0001575532,0.03826198,0.000423618,0.00003506457,0.002299126,0.0008514376,0.0002506249,0.03647346,0.00562349,0.05174694,0.8634951],"study_design_scores_gemma":[0.00004300141,0.0002716405,0.1958896,0.0005159178,0.0000794802,0.00691183,0.0009236195,0.0006606794,0.00898808,0.001627623,0.7840531,0.00003547977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.239555,0.01023199,0.002964998,0.001078569,0.001065458,0.0002895191,0.003646582,0.0007644336,0.7404036],"genre_scores_gemma":[0.8114685,0.0051947,0.005818109,0.001423493,0.000203456,0.0001489433,0.003135296,0.00005996216,0.1725476],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02049408,"threshold_uncertainty_score":0.06855953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03298615353139472,"score_gpt":0.269971604953495,"score_spread":0.2369854514221003,"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."}}