{"id":"W1552918853","doi":"","title":"Conversations on Tap at Notre Dame","year":2010,"lang":"en","type":"article","venue":"ResearchOnline - ND (The University of Notre Dame Australia)","topic":"Australian History and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008411015,0.0001582712,0.0002221338,0.00009703066,0.00194016,0.00003206159,0.0009789827,0.0002871037,0.009240516],"category_scores_gemma":[0.0002880094,0.0001560514,0.000248703,0.000465411,0.00269165,0.0002563546,0.0001574673,0.0009226301,0.000916909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002704216,"about_ca_system_score_gemma":0.0002981144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007830936,"about_ca_topic_score_gemma":0.01033899,"domain_scores_codex":[0.9977154,0.0003441042,0.0001665972,0.0003514079,0.0008705993,0.000551906],"domain_scores_gemma":[0.9982978,0.0004268026,0.0001442291,0.0005535015,0.0002354034,0.0003422973],"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":[0.0005952465,0.0009875331,0.06400923,0.00008521204,0.0002765772,0.0002224302,0.07178306,0.0001765142,0.01119656,0.04350413,0.8053306,0.001832957],"study_design_scores_gemma":[0.0006599544,0.0001074693,0.0525857,0.00002230417,0.0000530871,0.00000202869,0.01440526,0.00003856218,0.0002012915,0.000139195,0.9315504,0.000234773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974524,0.000004062403,0.00001397471,0.01222597,0.0003480572,0.0004467673,0.0003218301,0.00007381373,0.01204158],"genre_scores_gemma":[0.821564,0.0000554168,0.0004863587,0.00008785319,0.0002300518,7.512015e-7,0.00006733347,0.0000107707,0.1774975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1654559,"threshold_uncertainty_score":0.999861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08503895145821203,"score_gpt":0.3518876406012884,"score_spread":0.2668486891430764,"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."}}