{"id":"W7078997720","doi":"10.17605/osf.io/vgjmh","title":"Preregistration before UK survey","year":2024,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ideology; Scale (ratio); Sample (material); General Social Survey; Economic Justice; Narcissism; Survey data collection; Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"reproducibility","study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004168103,0.0005180351,0.0005010678,0.0002019324,0.00008256567,0.0003680634,0.003131377,0.0007149107,0.4648305],"category_scores_gemma":[0.00216983,0.0005438722,0.0002223542,0.0003986081,0.0001443018,0.0001345225,0.002841875,0.0007515227,0.826102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186437,"about_ca_system_score_gemma":0.0002309479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136386,"about_ca_topic_score_gemma":0.0008243663,"domain_scores_codex":[0.9944915,0.0004641201,0.0005236465,0.003515708,0.0004871246,0.0005178702],"domain_scores_gemma":[0.9922072,0.0001547422,0.0003931173,0.006905473,0.0001343073,0.0002051151],"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":[0.000006830971,0.00007620003,0.002586252,0.000474468,0.0001660347,0.0000603198,0.0004197891,0.00006501858,0.00006954006,0.005548216,0.9832786,0.007248695],"study_design_scores_gemma":[0.000151956,9.663634e-7,0.002308548,0.0003306358,0.00003286435,0.00005355267,0.00001103066,0.0009928531,0.0005847506,0.02019332,0.9748199,0.0005196205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004255043,0.000011045,0.01769236,0.0006428117,0.0009224321,0.0006625587,0.00004080766,0.000780984,0.9792044],"genre_scores_gemma":[0.006764717,0.00005223233,0.002701841,0.00008469894,0.0002226663,0.0001356821,0.0001061686,0.0000958784,0.9898361],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3612714,"threshold_uncertainty_score":0.9997013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893561834925984,"score_gpt":0.2514182850166948,"score_spread":0.2324826666674349,"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."}}