{"id":"W4297687887","doi":"10.54691/bcpbm.v25i.1763","title":"Reflections and Conclusions on Feedback Models","year":2022,"lang":"en","type":"article","venue":"BCP Business & Management","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Epistemology; Positive economics; Computer science; Sociology; Psychology; Economics; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002776458,0.0001316417,0.0002297078,0.0002295135,0.0005991956,0.00004655343,0.0001920566,0.00002399375,0.0007595292],"category_scores_gemma":[0.000004900935,0.0001649978,0.00004814353,0.0002672747,0.00003986035,0.0001566479,0.0004210805,0.0001040217,0.0001032486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001543415,"about_ca_system_score_gemma":0.00000682455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001415922,"about_ca_topic_score_gemma":0.00001073954,"domain_scores_codex":[0.9989873,0.00001111193,0.0003209829,0.0004205582,0.00003292747,0.000227097],"domain_scores_gemma":[0.999423,0.00001803916,0.0001394024,0.0003529739,0.00001499073,0.00005157974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002515931,0.00009848172,0.00004043143,0.00002103959,0.00005216776,0.00000564103,0.0002391306,0.03202754,0.000001964133,0.9540212,0.002550696,0.01091661],"study_design_scores_gemma":[0.0007753948,0.00001611721,0.01190473,0.000008729522,0.00001439325,0.000006373806,0.0007036368,0.005310865,0.000002272418,0.5751565,0.4057792,0.0003217782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2853712,0.001813819,0.01189031,0.008829651,0.002490821,0.001155717,0.0004926752,0.000224958,0.6877308],"genre_scores_gemma":[0.9839494,0.0003734833,0.0009825801,0.0008767659,0.00006192497,0.0001997426,0.00002643393,0.00002933035,0.0135003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6985782,"threshold_uncertainty_score":0.8316312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0561926995892327,"score_gpt":0.246059628245323,"score_spread":0.1898669286560903,"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."}}