{"id":"W6950235229","doi":"10.5281/zenodo.4763242","title":"Isoperla marlynia","year":2011,"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":"Nucleofection; Gestational period; Diafiltration; TSG101; Liquation; Dysgeusia; Hyporeflexia; Fusible alloy; Hemopericardium","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":[0.0001313251,0.0004045106,0.0001875685,0.0006848553,0.0007937953,0.0005850371,0.0004145921,0.0002583941,0.01912752],"category_scores_gemma":[0.00032726,0.0002185067,0.0001326944,0.0002319331,0.0002369588,0.001105015,0.0008925118,0.0005241141,0.006531342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00049594,"about_ca_system_score_gemma":0.0001996893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004633629,"about_ca_topic_score_gemma":0.01502737,"domain_scores_codex":[0.9998543,0.00001419754,0.000008542444,0.00007076517,0.00003672961,0.00001536787],"domain_scores_gemma":[0.9998759,0.00001812911,0.00005447559,0.00001086614,0.00002474321,0.00001582721],"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":[0.0006424336,0.0002435682,0.02705943,0.001186072,0.00005759363,0.002261326,0.0012171,0.0006718077,0.2668608,0.008827731,0.04813347,0.6428388],"study_design_scores_gemma":[0.00008770335,0.0005359357,0.2581869,0.0004420897,0.00008439803,0.00623452,0.0008876302,0.00149472,0.0170827,0.001675998,0.7132314,0.0000559527],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3662409,0.01140371,0.009637252,0.001328524,0.0007403065,0.0003861506,0.00337459,0.001403738,0.6054848],"genre_scores_gemma":[0.8325886,0.002101591,0.01117623,0.001387028,0.0002524242,0.0001809831,0.002869186,0.0001181907,0.1493258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01912752,"threshold_uncertainty_score":0.06398791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05539380073017124,"score_gpt":0.2470605427878945,"score_spread":0.1916667420577233,"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."}}