{"id":"W4241940478","doi":"10.1039/d0gc90139c","title":"Gambatte!","year":2020,"lang":"en","type":"article","venue":"Green Chemistry","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","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":[0.0006077706,0.001068277,0.000682447,0.0008817838,0.001673559,0.005362569,0.001023404,0.002255715,0.7883979],"category_scores_gemma":[0.00369954,0.00040422,0.0006506692,0.0006782399,0.0006885552,0.004553895,0.004025219,0.003265709,0.7388442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000740932,"about_ca_system_score_gemma":0.001005528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162561,"about_ca_topic_score_gemma":0.005430123,"domain_scores_codex":[0.9993844,0.00009205977,0.00001959137,0.00007964443,0.0002901206,0.0001342009],"domain_scores_gemma":[0.9986361,0.0001522301,0.00006317791,0.0001174277,0.0003773045,0.0006538116],"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":[0.00002865218,0.00002057037,0.00004069629,0.00003317077,0.000001414936,0.00002249909,0.00002574753,0.00001678162,0.0001013153,0.00211284,0.9769408,0.02065569],"study_design_scores_gemma":[0.000006305661,0.000008767384,0.0001380241,0.00002630749,7.740729e-7,0.00003389983,0.00004579923,0.00004509963,0.00008397419,0.0009748812,0.9986289,0.000007292218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008381684,0.001435915,0.002281847,0.01377304,0.008936327,0.0001551956,0.002587149,0.008959638,0.9610327],"genre_scores_gemma":[0.003754332,0.000886065,0.00143151,0.005584485,0.001005641,0.00009859363,0.001640844,0.00264279,0.9829557],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7883979,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006905247451826283,"score_gpt":0.1634809899287899,"score_spread":0.1565757424769636,"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."}}