{"id":"W6906487274","doi":"10.17605/osf.io/vda64","title":"PsiChi_UGRG_FinalReport_SG","year":2022,"lang":"de","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":true,"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":[0.001375197,0.00126431,0.002194982,0.003356636,0.00105458,0.007734528,0.00135866,0.001722395,0.6153162],"category_scores_gemma":[0.005879073,0.0005553127,0.0008614862,0.003911457,0.000853027,0.002489558,0.00360802,0.00235778,0.5342459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002289736,"about_ca_system_score_gemma":0.001929619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005983165,"about_ca_topic_score_gemma":0.002670189,"domain_scores_codex":[0.9981474,0.0002467135,0.00008349414,0.0003045438,0.0009370767,0.0002808213],"domain_scores_gemma":[0.9967952,0.0006005478,0.0002369336,0.001062444,0.0009523588,0.0003524125],"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":[0.00008612088,0.00003557874,0.0003871299,0.0001730575,0.00002095731,0.00003413042,0.00004166373,0.0001845786,0.0001764538,0.01349274,0.9497733,0.03559441],"study_design_scores_gemma":[0.00007277323,0.00003776822,0.004930688,0.0001468091,0.00002733666,0.00009489455,0.00009184136,0.0008354117,0.002238487,0.0155669,0.9759305,0.00002665639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005603509,0.002515699,0.006805161,0.01347444,0.007708566,0.0002400802,0.2391719,0.01547512,0.7090056],"genre_scores_gemma":[0.07455163,0.004096659,0.007433341,0.001840562,0.004212994,0.0005419102,0.1387926,0.01181887,0.7567114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3846838,"threshold_uncertainty_score":0.5487048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03107386924496392,"score_gpt":0.2205268725230362,"score_spread":0.1894530032780722,"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."}}