{"id":"W4253602048","doi":"10.1515/iupac.73.0348","title":"Ice Cream","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College","funders":"","keywords":"Table (database); Product (mathematics); Commission; Chemistry; Food science; Biochemistry; Organic chemistry; Polymer science; Computer science; Political science; Mathematics; Data mining; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000158319,0.0003474954,0.0003651644,0.0001536694,0.00006045581,0.00006631303,0.0003503333,0.0003015813,0.00288366],"category_scores_gemma":[0.0002333051,0.0002842075,0.00007870822,0.0001862132,0.00005713806,0.00009829854,0.0000492859,0.0002830704,0.000006158139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026484,"about_ca_system_score_gemma":0.0002054893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001914547,"about_ca_topic_score_gemma":0.0002282444,"domain_scores_codex":[0.9985071,0.00001645262,0.0003201925,0.0002601903,0.0005812278,0.0003148518],"domain_scores_gemma":[0.9989612,0.00005575748,0.00006622462,0.0005176617,0.0002775911,0.0001216104],"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":[0.000009928705,0.00004874792,5.636412e-7,0.0004804959,0.00006775772,0.00001543431,0.000005341725,0.0002884274,0.00001435803,0.000007727936,0.9971962,0.001865014],"study_design_scores_gemma":[0.0003066964,0.00005338672,0.000001407922,0.000402293,0.00005570291,0.000008520893,0.000009390543,0.00006359223,0.00006479666,0.0001205136,0.9985331,0.0003805652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001414089,0.002403436,0.003197537,0.00007805823,0.000832237,0.00009517372,0.9924699,0.0004793409,0.0004301855],"genre_scores_gemma":[0.0000484902,0.003185644,0.00004006518,0.0000910985,0.0007407599,0.0000126481,0.9951926,0.00006759672,0.0006210733],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.003157472,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008804976824297745,"score_gpt":0.3306426829222278,"score_spread":0.32183770609793,"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."}}