{"id":"W4398858936","doi":"10.7910/dvn/u1jec0/uyaoab","title":"DonnellyBJPSreplication.R","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Replication (statistics); Identity (music); Genealogy; Internet privacy; Political science; Biology; Art; History; Computer science; Aesthetics; Virology","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":[0.003753086,0.004304263,0.002533674,0.005707777,0.001649301,0.005597301,0.006142315,0.003247576,0.1765745],"category_scores_gemma":[0.02081259,0.001363177,0.002616504,0.007412575,0.001115617,0.002504671,0.004549397,0.002973387,0.2573451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635945,"about_ca_system_score_gemma":0.003799385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01542402,"about_ca_topic_score_gemma":0.02663695,"domain_scores_codex":[0.9972631,0.000717221,0.0002669911,0.0008217014,0.0005253966,0.0004056573],"domain_scores_gemma":[0.9929829,0.002300591,0.0004724884,0.002567708,0.001022922,0.0006532868],"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":[0.00003181156,0.00001144512,0.0002229891,0.0004311528,0.00002841403,0.000009913363,0.00001534668,0.0001011097,0.00004146438,0.0003669892,0.997547,0.001192428],"study_design_scores_gemma":[0.0004314816,0.0000242418,0.001395437,0.0003710169,0.00005472808,0.00006499269,0.00005533946,0.0006433172,0.0004087493,0.003282783,0.9932259,0.00004201561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.0001222295,0.0001143959,0.0002509422,0.0001328407,0.00008836219,0.00002384993,0.9957035,0.002328956,0.001234903],"genre_scores_gemma":[0.0005983064,0.000103558,0.000973449,0.0001345336,0.00003173319,0.0002305773,0.9960968,0.0007459191,0.001085106],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1765745,"threshold_uncertainty_score":0.5907007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662313497594355,"score_gpt":0.2424498879123248,"score_spread":0.2158267529363813,"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."}}