{"id":"W4392381631","doi":"10.26685/urncst.584","title":"SciNapse 2023-2024 Undergraduate Science Case Competition: The Mysterious World of Fungi","year":2024,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Competition (biology); Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006738721,0.0005565425,0.0004089855,0.001105185,0.005018504,0.005287345,0.001781497,0.002547719,0.0593264],"category_scores_gemma":[0.01075562,0.0002912229,0.0005811313,0.001237083,0.002078217,0.001944465,0.009198943,0.002250481,0.009228682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005102819,"about_ca_system_score_gemma":0.008149119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00295238,"about_ca_topic_score_gemma":0.01440398,"domain_scores_codex":[0.9962491,0.001113152,0.0001296022,0.0002743323,0.001346271,0.0008875745],"domain_scores_gemma":[0.9859973,0.002049306,0.0005250671,0.0005062025,0.002253207,0.008668827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002138862,0.0004126777,0.00316477,0.0002772168,0.000009812547,0.003724784,0.005931425,0.000514115,0.002886344,0.02010396,0.891984,0.07077688],"study_design_scores_gemma":[0.00003635677,0.0002565312,0.003187057,0.0001384257,0.000003803214,0.002311828,0.008376904,0.000526395,0.001123559,0.004997894,0.9790134,0.00002788501],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3272876,0.004814152,0.01672812,0.1616701,0.03635766,0.00268723,0.002995474,0.001315913,0.4461438],"genre_scores_gemma":[0.5145946,0.002794028,0.02258378,0.0238277,0.005387824,0.002301241,0.002546695,0.0006659497,0.4252982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0593264,"threshold_uncertainty_score":0.1984665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04322423155777991,"score_gpt":0.3882385008434949,"score_spread":0.345014269285715,"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."}}