{"id":"W4408917217","doi":"10.1515/9781772127904-012","title":"References","year":2024,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; University of Toronto; University of Melbourne; Princeton University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005129172,0.001056262,0.0009132656,0.006955573,0.003199728,0.004199854,0.002058765,0.001343116,0.598894],"category_scores_gemma":[0.002387816,0.00045847,0.0006413088,0.00974557,0.0008424532,0.002010554,0.001558908,0.001598274,0.4773926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006040498,"about_ca_system_score_gemma":0.006209331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2081416,"about_ca_topic_score_gemma":0.3267517,"domain_scores_codex":[0.9991549,0.00006004767,0.0000183802,0.00007382856,0.0005982344,0.00009453133],"domain_scores_gemma":[0.9989045,0.0001250821,0.00002503842,0.0001032298,0.0007242042,0.0001180249],"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":[0.000006820615,0.00001227788,0.00003185363,0.00008570561,8.818013e-7,0.00002003771,0.0000563315,0.00005360805,0.00004209281,0.005633229,0.9541925,0.03986465],"study_design_scores_gemma":[9.76046e-7,0.000001113706,0.00007089376,0.00007583345,0.000001094036,0.00001093002,0.00004439639,0.000007276543,0.0000252235,0.0007439103,0.9990162,0.000002237257],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001128241,0.004064494,0.0004743073,0.001066133,0.001827792,0.00007504316,0.002384361,0.0003314807,0.9896635],"genre_scores_gemma":[0.0003877871,0.001547948,0.0003306431,0.0002495454,0.0001238412,0.00001593979,0.001392114,0.0001396268,0.9958126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.401106,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03697371021933696,"score_gpt":0.208078695814474,"score_spread":0.1711049855951371,"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."}}