{"id":"W6944110104","doi":"10.17605/osf.io/7a9fp","title":"PURC 2023- Seph Christopher King","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001009751,0.001010613,0.0009405329,0.001464687,0.001431076,0.003460757,0.000791418,0.00199382,0.4917916],"category_scores_gemma":[0.00434775,0.0003435166,0.0004185638,0.0007954866,0.0005780799,0.00183593,0.003012545,0.002195841,0.4362231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001500624,"about_ca_system_score_gemma":0.00155695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00293824,"about_ca_topic_score_gemma":0.00388475,"domain_scores_codex":[0.9990582,0.0001026747,0.00002967257,0.000272211,0.0004197692,0.0001174697],"domain_scores_gemma":[0.9983553,0.0002020036,0.00006497926,0.0002864065,0.0006212638,0.0004700076],"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":[0.0000332068,0.00001234148,0.00006486267,0.00004626084,0.000004533094,0.00003286582,0.00001105287,0.0001036721,0.0001795699,0.01011351,0.948935,0.04046317],"study_design_scores_gemma":[0.000007019131,0.000005735615,0.0001496132,0.00004807449,0.000002169529,0.0000321482,0.00001000758,0.0001296867,0.0001982945,0.003648658,0.9957631,0.000005572791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001414394,0.009532942,0.004958582,0.0347635,0.04319656,0.0001161858,0.005840323,0.004656098,0.8955214],"genre_scores_gemma":[0.004310927,0.001494634,0.0008522447,0.002306849,0.003766733,0.00004127867,0.001187548,0.001015867,0.985024],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5082084,"threshold_uncertainty_score":0.7248975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03656144740532631,"score_gpt":0.2293415034921362,"score_spread":0.1927800560868099,"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."}}