{"id":"W1559645342","doi":"10.26522/ti.v2i1.756","title":"Weary Wanderers 3","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001233816,0.00005938767,0.0001433325,0.00006520579,0.00007179282,0.00006191076,0.0001148055,0.00002659708,0.06400508],"category_scores_gemma":[0.00001750223,0.00006412461,0.00005103266,0.00006004112,0.00005387765,0.0001881192,0.0000531746,0.00003839857,0.2822973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002742372,"about_ca_system_score_gemma":0.000003322481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002587516,"about_ca_topic_score_gemma":0.000001931965,"domain_scores_codex":[0.9994267,0.00000162063,0.0001799295,0.0002064163,0.0000102261,0.0001750602],"domain_scores_gemma":[0.9997087,0.00001047294,0.00006215528,0.000163383,0.000008726097,0.00004654806],"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":[9.286697e-7,0.00001758896,0.01007291,0.000004140475,0.00003029146,5.561313e-7,0.0003413581,0.000005879931,0.000005491218,0.08147099,0.9069467,0.00110317],"study_design_scores_gemma":[0.0002914988,0.00001285237,0.020453,0.000002836325,0.000001767073,9.708804e-7,0.0005376986,0.0005247263,0.00002162896,0.02696932,0.9510006,0.0001830808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05671739,0.000472855,0.00006762963,0.0004948765,0.001185448,0.00008462121,0.00003307187,0.00003612893,0.940908],"genre_scores_gemma":[0.5690284,0.00005769109,0.0002073012,0.0003663595,0.00006463799,0.0000147062,0.0000025039,0.000006819578,0.4302516],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.512311,"threshold_uncertainty_score":0.9368505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688605198464093,"score_gpt":0.1734497155763799,"score_spread":0.136563663591739,"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."}}