{"id":"W6969043582","doi":"10.5683/sp3/ekegkn","title":"OLab TTalk Participant Simulator","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bow Valley College; University of Calgary","funders":"","keywords":"Software; Test (biology); Data collection; Key (lock)","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":[0.005628696,0.001733318,0.0009209513,0.00136162,0.001282824,0.001892138,0.002803143,0.001803064,0.06148911],"category_scores_gemma":[0.01496121,0.0007713763,0.001121434,0.001513298,0.0006371994,0.001885937,0.003122697,0.002022617,0.08819142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223119,"about_ca_system_score_gemma":0.002924674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01800342,"about_ca_topic_score_gemma":0.04018114,"domain_scores_codex":[0.9964921,0.0013346,0.0003477558,0.0006882026,0.0007289827,0.0004084198],"domain_scores_gemma":[0.9913723,0.002036263,0.0004177564,0.003421076,0.00179865,0.0009540222],"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":[0.0006229657,0.0001293722,0.001622978,0.0005062167,0.00003747104,0.00003100048,0.0001403256,0.0006703915,0.0004341261,0.001123561,0.9860263,0.008655265],"study_design_scores_gemma":[0.001070694,0.0002082375,0.006001112,0.0002315981,0.00005672034,0.0001361876,0.0004544922,0.005035223,0.001741849,0.003810955,0.9811825,0.00007041002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.005116697,0.0002622064,0.004640596,0.0005734309,0.000489054,0.0007099903,0.961716,0.01430092,0.01219116],"genre_scores_gemma":[0.01336468,0.0001011783,0.006526379,0.0003208895,0.00006359931,0.002169413,0.9677811,0.001135183,0.008537584],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.06148911,"threshold_uncertainty_score":0.2057015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810252181593552,"score_gpt":0.3392057452915461,"score_spread":0.2581805271321909,"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."}}