{"id":"W2498621591","doi":"10.1002/9781119198048.ch10","title":"The ABC Toolkit","year":2012,"lang":"en","type":"other","venue":"","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coaching; Computer science; Core (optical fiber); Process management; Human–computer interaction; Software engineering; Operations research; Psychology; Engineering","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":[0.002985075,0.0008230779,0.0003874248,0.003529055,0.003224541,0.006087101,0.001946526,0.002243737,0.1368283],"category_scores_gemma":[0.01057755,0.0005707374,0.0004404612,0.003302625,0.001820582,0.003816901,0.003846637,0.002105772,0.05101519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009290979,"about_ca_system_score_gemma":0.02279242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2322093,"about_ca_topic_score_gemma":0.389035,"domain_scores_codex":[0.9963518,0.0007820356,0.0001601968,0.000235485,0.002042141,0.00042833],"domain_scores_gemma":[0.9919158,0.001328897,0.0001671898,0.001104023,0.003828025,0.001656052],"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":[0.00002629422,0.00004140726,0.0004785264,0.0001252846,0.000004788213,0.00007020075,0.0006440017,0.0004587786,0.0002704329,0.08960216,0.6922348,0.2160433],"study_design_scores_gemma":[0.000003909095,0.000004608447,0.000251464,0.00006306518,0.00000147502,0.00003548157,0.0001558183,0.0001805489,0.00007327209,0.003466298,0.9957548,0.00000917434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001388929,0.001191203,0.03093195,0.009770092,0.0007546739,0.0002381834,0.003026537,0.01139794,0.9413005],"genre_scores_gemma":[0.03719026,0.003929207,0.07666213,0.003951378,0.0002116025,0.0005740482,0.007085447,0.004613054,0.8657829],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2322093,"threshold_uncertainty_score":0.4617153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136400115537155,"score_gpt":0.2283274981214348,"score_spread":0.2069634969660633,"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."}}