{"id":"W6904871735","doi":"10.14288/1.0449020","title":"Kaska Lessons 1 and 2 : Making Soapberry Ice Cream : How to Process Soapberries","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ice cream; Process (computing); Mixing (physics); Set (abstract data type); 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":[0.0004366872,0.0006615978,0.0003168997,0.0003176238,0.001143452,0.0007235356,0.0009344781,0.0006886143,0.02858281],"category_scores_gemma":[0.001713061,0.0002053857,0.0004058393,0.0002370646,0.0008013154,0.001055037,0.001265966,0.001294497,0.008909914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004971322,"about_ca_system_score_gemma":0.001373133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003951419,"about_ca_topic_score_gemma":0.01615039,"domain_scores_codex":[0.9997106,0.00005179361,0.00001862972,0.00005130573,0.0001055021,0.00006218797],"domain_scores_gemma":[0.9994206,0.0002221583,0.00004144053,0.00005989667,0.000157947,0.00009785489],"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":[0.001002136,0.001746918,0.006183209,0.004718461,0.00003381387,0.002901342,0.03932482,0.001957863,0.190897,0.01029648,0.19501,0.5459279],"study_design_scores_gemma":[0.0001028786,0.001153711,0.03109723,0.001083548,0.00004777678,0.002441666,0.0209959,0.001400031,0.09836264,0.007575807,0.8355647,0.0001740621],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.470214,0.001684521,0.1122748,0.004499765,0.001338237,0.006103049,0.006491871,0.003980693,0.393413],"genre_scores_gemma":[0.4369318,0.002099533,0.2636136,0.001185994,0.0001371817,0.002364076,0.003677572,0.001311439,0.2886788],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9960486,"threshold_uncertainty_score":0.09561902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04175455120704692,"score_gpt":0.3916895745622362,"score_spread":0.3499350233551893,"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."}}