{"id":"W6942204728","doi":"10.14288/1.0449014","title":"Kaska Lessons 1 and 2 : Making Soapberry Ice Cream : Instructional Materials","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice cream; English language; Language assessment; Core (optical fiber); First language","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":[0.0002813052,0.0007049866,0.0003880437,0.0004115286,0.0009089252,0.0006705661,0.001118789,0.0006761356,0.1170025],"category_scores_gemma":[0.0009387061,0.0001884933,0.000318089,0.0002169342,0.0002965118,0.0004636743,0.00135977,0.001011522,0.02102095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006697669,"about_ca_system_score_gemma":0.002049022,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002757358,"about_ca_topic_score_gemma":0.01873837,"domain_scores_codex":[0.9998205,0.00001743413,0.000008813774,0.00002832538,0.00006058321,0.0000643563],"domain_scores_gemma":[0.9995547,0.00006326841,0.0000293578,0.00002124241,0.00009453065,0.0002370009],"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":[0.0008137325,0.006114016,0.003001523,0.002160212,0.00001366551,0.001058927,0.003942932,0.001013044,0.03966218,0.003603391,0.5567338,0.3818826],"study_design_scores_gemma":[0.0002874503,0.00151536,0.03118161,0.0006745557,0.00003668501,0.0008576459,0.003228365,0.0007846565,0.01896853,0.004532816,0.9378521,0.00008021597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2382443,0.001480645,0.02090088,0.004542273,0.002096937,0.009482216,0.008704438,0.005626365,0.7089219],"genre_scores_gemma":[0.2551962,0.002390254,0.08192208,0.002170284,0.000350716,0.005884036,0.006004086,0.0006644127,0.645418],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9972426,"threshold_uncertainty_score":0.3914124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009439712774996,"score_gpt":0.2672250743819519,"score_spread":0.247130677254202,"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."}}