{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008612262,0.001133007,0.001064537,0.00176502,0.001738671,0.004882238,0.003331044,0.005919692,0.02469093],"category_scores_gemma":[0.0354585,0.0003564502,0.001620758,0.001341471,0.006822763,0.01405266,0.00312732,0.007337021,0.003710832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005153537,"about_ca_system_score_gemma":0.002410262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004644821,"about_ca_topic_score_gemma":0.00150931,"domain_scores_codex":[0.9941876,0.002459472,0.0002179927,0.0008110859,0.001616952,0.000707008],"domain_scores_gemma":[0.9799152,0.01424262,0.000682224,0.001125295,0.003196851,0.0008378437],"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":[0.00002830945,0.00003567449,0.000151347,0.0001448849,0.00001217637,0.00007231237,0.0005878251,0.002037666,0.00007310638,0.9488817,0.0391368,0.008838314],"study_design_scores_gemma":[0.00001083362,0.00001195649,0.0001461566,0.000227554,0.000004672049,0.00004058424,0.0003714589,0.002209008,0.0001032331,0.9296253,0.06723276,0.00001641374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0164024,0.05062823,0.06912377,0.6766661,0.01482478,0.00005152145,0.0005921953,0.0004137187,0.1712973],"genre_scores_gemma":[0.7101856,0.07493157,0.01564409,0.09734184,0.02737368,0.00029029,0.0005744676,0.0007744072,0.07288411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02469093,"threshold_uncertainty_score":0.0825994,"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."}}