{"id":"W4237941497","doi":"10.1515/iupac.79.1041","title":"Compartmentalize","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00339856,0.002818821,0.001898767,0.00538339,0.001155986,0.004727288,0.004040113,0.002443779,0.08607302],"category_scores_gemma":[0.02040136,0.0009120682,0.004665284,0.006504254,0.0006954183,0.003374703,0.003235772,0.002725673,0.09590976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002341136,"about_ca_system_score_gemma":0.004982097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0193812,"about_ca_topic_score_gemma":0.04473247,"domain_scores_codex":[0.9958573,0.0007563949,0.0006727464,0.001640122,0.0007271204,0.0003463108],"domain_scores_gemma":[0.9925019,0.002626141,0.0006524419,0.0026318,0.001294132,0.0002936594],"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":[0.0003948526,0.00006879935,0.004394632,0.003084446,0.0003357058,0.00006100059,0.00006128146,0.001488696,0.0003362932,0.002891456,0.971193,0.01568983],"study_design_scores_gemma":[0.0002981087,0.00003569767,0.003154142,0.0007897856,0.0001511492,0.00009694995,0.0000664641,0.001077907,0.0005783719,0.004584834,0.9891193,0.00004727496],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003472086,0.0005355332,0.0006507881,0.0002041188,0.0001236455,0.00006424649,0.9948625,0.001282744,0.001929262],"genre_scores_gemma":[0.0009548219,0.0002915172,0.001396885,0.0001910452,0.0000233279,0.0002090363,0.9953844,0.0002209479,0.001328079],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08607302,"threshold_uncertainty_score":0.2879429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671273101430007,"score_gpt":0.403968208162267,"score_spread":0.3872554771479669,"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."}}