{"id":"W6949677199","doi":"10.5281/zenodo.14226115","title":"Petraster rigidus","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":"Holotype; Type locality; Genus; Type (biology); Skeleton (computer programming)","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":[0.00007062128,0.0005763079,0.0003056413,0.001347673,0.001549212,0.0002762901,0.000545821,0.000281482,0.04139599],"category_scores_gemma":[0.0001782376,0.0002286135,0.0002350811,0.000836576,0.0005904214,0.0005975292,0.000865637,0.0003441567,0.01051449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007219576,"about_ca_system_score_gemma":0.0005091208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04994152,"about_ca_topic_score_gemma":0.1155054,"domain_scores_codex":[0.999889,0.000006655079,0.00000520418,0.00003647028,0.00003990953,0.00002264969],"domain_scores_gemma":[0.9999497,0.000005443009,0.00001279169,0.00001024116,0.0000129442,0.000008891066],"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":[0.0008939463,0.000117168,0.03747593,0.001174461,0.00007585916,0.001917169,0.002762813,0.0008823106,0.0412844,0.008997225,0.07275094,0.8316679],"study_design_scores_gemma":[0.00008438117,0.0004886295,0.3879721,0.0003954766,0.0001412004,0.006498873,0.001918883,0.0009154668,0.004154419,0.004005696,0.5933454,0.0000794189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4306805,0.005322963,0.00730213,0.0009601205,0.0004120957,0.0005612334,0.009761623,0.001810033,0.5431893],"genre_scores_gemma":[0.894836,0.001207849,0.005612919,0.0007195651,0.00008694446,0.0001198268,0.004503308,0.00009957931,0.0928141],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04994152,"threshold_uncertainty_score":0.1384834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191271625705351,"score_gpt":0.2653180199062264,"score_spread":0.2334053036491729,"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."}}