{"id":"W6950060502","doi":"10.5281/zenodo.6277551","title":"Geostiba","year":2002,"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":"Sternum; Scutellum; Front (military); Fibrous joint; Apex (geometry); Dorsum","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":[0.0001224633,0.0009761931,0.0004831833,0.002976968,0.002730463,0.0006666737,0.0007594194,0.0005668379,0.09874267],"category_scores_gemma":[0.0002805301,0.0002833245,0.0002895366,0.001489313,0.0006967843,0.001463114,0.001850543,0.0009850384,0.02954642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006210933,"about_ca_system_score_gemma":0.0005191784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004507642,"about_ca_topic_score_gemma":0.01184136,"domain_scores_codex":[0.9997734,0.00002216186,0.00002193253,0.000072701,0.00007659797,0.00003317292],"domain_scores_gemma":[0.9998783,0.00001136642,0.00003401018,0.00001419288,0.00003110814,0.00003100451],"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":[0.0008651458,0.0002169154,0.01409115,0.001920351,0.00006165539,0.00217875,0.004765925,0.000517466,0.03454234,0.02484189,0.08099454,0.8350039],"study_design_scores_gemma":[0.00003528855,0.0001574123,0.04407342,0.0003457866,0.0000598187,0.003785355,0.001493822,0.0002541307,0.001437697,0.002534644,0.9458004,0.00002231679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09531162,0.008492023,0.0078105,0.001107378,0.001560045,0.0005307464,0.01118185,0.00186335,0.8721424],"genre_scores_gemma":[0.7298007,0.004600473,0.02329644,0.001668367,0.0006562689,0.0004767405,0.02250997,0.000578082,0.216413],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09874267,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342436100287193,"score_gpt":0.2450878786320005,"score_spread":0.2016635176291285,"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."}}