{"id":"W2625563494","doi":"10.3386/w23523","title":"Beetles: Biased Promotions and Persistence of False Belief","year":2017,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institute for Advanced Research","keywords":"Persistence (discontinuity); Psychology; Computer science; Econometrics; Social psychology; Economics; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.008084388,0.0002781773,0.0004046334,0.001440089,0.001287679,0.002256473,0.000553816,0.001165195,0.007794109],"category_scores_gemma":[0.05481216,0.0003140799,0.000282133,0.0008374099,0.003392362,0.002214222,0.001533922,0.001872253,0.0006116912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050033,"about_ca_system_score_gemma":0.0006527941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0028342,"about_ca_topic_score_gemma":0.002649499,"domain_scores_codex":[0.9962391,0.00172689,0.0001685016,0.0004314426,0.001061988,0.0003721415],"domain_scores_gemma":[0.9202517,0.04821576,0.02009226,0.006130793,0.003844258,0.001465163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001264896,0.000557457,0.6172839,0.0004323712,0.0002337648,0.001282219,0.01460136,0.002120849,0.003825236,0.1563031,0.009145739,0.1929492],"study_design_scores_gemma":[0.0002563613,0.0006039646,0.7024475,0.0004654919,0.0002625709,0.00350271,0.008322511,0.01049,0.00375118,0.2499887,0.0197621,0.0001469393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9167262,0.00176901,0.01743936,0.007791034,0.0001115283,0.00008128452,0.0002401947,0.00007274668,0.05576863],"genre_scores_gemma":[0.9970953,0.0002334026,0.0009268533,0.0004400957,0.00005267518,0.00001568852,0.00003793363,0.000007737984,0.001190258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008084388,"threshold_uncertainty_score":0.04275483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6311272703344636,"score_gpt":0.5724237096172949,"score_spread":0.05870356071716865,"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."}}