{"id":"W4385503407","doi":"10.59350/28yxn-qbq66","title":"Three questions with…Leigh-Ann!","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00455033,0.0009920506,0.0006253672,0.0007610954,0.009073356,0.006845431,0.001180717,0.0102451,0.086964],"category_scores_gemma":[0.03461115,0.000555341,0.0006409731,0.0006912578,0.004737994,0.008835806,0.004738478,0.0146108,0.04741499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003896969,"about_ca_system_score_gemma":0.00351851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01179954,"about_ca_topic_score_gemma":0.0195602,"domain_scores_codex":[0.9961464,0.001459558,0.000140264,0.0005742138,0.001190251,0.0004893589],"domain_scores_gemma":[0.9861097,0.003356144,0.0005423452,0.0005372099,0.00448337,0.004971202],"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":[0.00001092215,0.000008904767,0.0001783698,0.00001418592,0.000001670489,0.00007156665,0.001390284,0.000006892827,0.00006927058,0.001924079,0.9932306,0.003093376],"study_design_scores_gemma":[0.00000578984,0.00001172826,0.0002705971,0.00007578137,0.000002172016,0.0001740182,0.006554223,0.00003188372,0.00009245228,0.00229745,0.990459,0.0000250409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001248495,0.00200291,0.000993431,0.9331278,0.02409782,0.00006105412,0.000188598,0.000302505,0.03797743],"genre_scores_gemma":[0.02269257,0.0018609,0.001998788,0.6591378,0.009144424,0.0002624319,0.0002056003,0.0005840664,0.3041135],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.913036,"threshold_uncertainty_score":0.2909235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2715248738685557,"score_gpt":0.3104186705940961,"score_spread":0.03889379672554039,"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."}}