{"id":"W4236958007","doi":"10.1090/ulect/070/04","title":"The Bratteli-Vershik model: Generalizing the example","year":2018,"lang":"en","type":"book-chapter","venue":"University lecture series","topic":"Economic and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003293103,0.0001876144,0.000191525,0.0000332378,0.004650464,0.0001794359,0.0006982026,0.0003481885,0.0009029336],"category_scores_gemma":[0.00003048258,0.0001361877,0.0001611097,0.00003640457,0.00182684,0.0002093686,0.0001364684,0.0003103237,0.0001425211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002534211,"about_ca_system_score_gemma":0.0003312994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004347195,"about_ca_topic_score_gemma":0.0815638,"domain_scores_codex":[0.9990886,0.00009304053,0.00009602492,0.0002425055,0.0001905231,0.0002892962],"domain_scores_gemma":[0.9992237,0.0001682562,0.000134326,0.0002853079,0.0001185142,0.00006991056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000194887,0.000001088584,0.000004476191,0.000002237262,0.00006912361,0.000003673237,0.04912997,0.00002922505,0.000001196122,0.9076836,0.04252836,0.0005276307],"study_design_scores_gemma":[0.00003950455,0.00001292314,0.000001349811,0.000009703034,0.00004662009,3.532026e-7,0.005999472,0.0000174559,0.000004594383,0.08401493,0.9096861,0.0001669333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004670642,0.0006085959,0.0002349382,0.007057368,0.0004576231,0.0002116774,0.00002531361,0.0001034603,0.9908339],"genre_scores_gemma":[0.006126658,0.002607693,0.0001208494,0.0004511388,0.001105911,2.382699e-7,0.00001087786,0.00002274851,0.9895539],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8671578,"threshold_uncertainty_score":0.9966453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03512010492007902,"score_gpt":0.2258211091837658,"score_spread":0.1907010042636868,"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."}}