{"id":"W2058246954","doi":"10.1002/pfi.4140391010","title":"First steps fast using technology to coach neophytes in analysis","year":2000,"lang":"en","type":"article","venue":"Performance Improvement Journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"PricewaterhouseCoopers (Canada); Centre for Global Health Research","funders":"","keywords":"Management; Vice president; Instructional design; Library science; Sociology; Computer science; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000829348,0.0001121869,0.0002116192,0.0007431762,0.0007818609,0.0001318811,0.0002968681,0.00008362791,0.001295201],"category_scores_gemma":[0.0000383299,0.0001042836,0.00007744008,0.0021669,0.00006689064,0.0004012845,0.00003449466,0.000408862,0.00005118324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000269069,"about_ca_system_score_gemma":0.000231675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00031366,"about_ca_topic_score_gemma":0.002487754,"domain_scores_codex":[0.998482,0.0000387158,0.0003454771,0.000179566,0.0003642461,0.0005900328],"domain_scores_gemma":[0.9995281,0.00001916785,0.000106392,0.000122318,0.0000783143,0.0001457068],"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":[0.00002877641,0.0000890818,0.3334114,0.00000806989,0.00008083463,0.000009630212,0.002151988,0.03937301,0.000295386,0.00004064924,0.00003525592,0.624476],"study_design_scores_gemma":[0.003460071,0.001979889,0.1902143,0.000442918,0.0006982626,0.00004595146,0.04769949,0.185431,0.001975607,0.0005552318,0.5657698,0.001727463],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944319,0.00006922072,0.0003113428,0.002482156,0.0001160949,0.0001311836,0.000001281933,0.00003017257,0.002426637],"genre_scores_gemma":[0.9925497,0.0004554081,0.005620279,0.0001475662,0.0003519056,0.00000627575,9.070204e-7,0.000008288313,0.0008596519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6227485,"threshold_uncertainty_score":0.9996178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0128760811666863,"score_gpt":0.3290908778300697,"score_spread":0.3162147966633834,"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."}}