{"id":"W6968310670","doi":"10.5281/zenodo.14926076","title":"Perionyx excavatus Perrier 1872","year":2025,"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":"Malay; Distribution (mathematics); Habitat; Epigeal","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":[0.0002149628,0.0005901755,0.0003108096,0.00161135,0.0009887211,0.0004472967,0.0005396141,0.000729849,0.01528001],"category_scores_gemma":[0.0007107336,0.0002923551,0.0001607781,0.0008895794,0.0006634365,0.0013194,0.0009707415,0.0006229465,0.00505058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004998301,"about_ca_system_score_gemma":0.0002184015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005244215,"about_ca_topic_score_gemma":0.01161267,"domain_scores_codex":[0.9996866,0.00003626074,0.00002203005,0.00008522651,0.000134739,0.00003509206],"domain_scores_gemma":[0.9996949,0.00006912674,0.0001213657,0.00002641239,0.0000608179,0.00002747881],"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":[0.0004099045,0.0001143949,0.0434806,0.001349099,0.00009586632,0.005650011,0.00280883,0.00147516,0.01137896,0.006507487,0.1175812,0.8091486],"study_design_scores_gemma":[0.00004565321,0.0002302395,0.3627646,0.0007293698,0.00009509487,0.02066997,0.001439782,0.0005874321,0.002592896,0.002016142,0.6087808,0.00004803508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2942056,0.03741853,0.01068141,0.001444296,0.002542348,0.0004475492,0.003998436,0.0009543321,0.6483075],"genre_scores_gemma":[0.929661,0.004799586,0.00342562,0.0006451685,0.0005866521,0.000120774,0.001530058,0.00006333692,0.05916778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01528001,"threshold_uncertainty_score":0.0511167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02296270453239999,"score_gpt":0.2634445694368466,"score_spread":0.2404818649044466,"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."}}