{"id":"W4232766060","doi":"10.1090/ulect/070/15","title":"Examples","year":2018,"lang":"en","type":"book-chapter","venue":"University lecture series","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006429955,0.0004945216,0.0004238969,0.0003926225,0.0003437758,0.00004398631,0.0004989009,0.0006195056,0.01968188],"category_scores_gemma":[0.00002471503,0.0005480989,0.0002138852,0.00006583898,0.0008367556,0.0002719231,0.0002693023,0.0004573383,0.012137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003593805,"about_ca_system_score_gemma":0.0001843548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004491015,"about_ca_topic_score_gemma":0.002324359,"domain_scores_codex":[0.9986929,0.00002732436,0.0001076748,0.0005365505,0.0003206161,0.0003149406],"domain_scores_gemma":[0.9987729,0.00004200703,0.0001856191,0.0006087879,0.0002599439,0.0001307218],"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":[0.0007654086,0.00001598759,0.00002000932,0.00009514366,0.0006924755,0.000663016,0.003153839,0.000008150663,0.000509937,0.553663,0.4395744,0.0008387127],"study_design_scores_gemma":[0.0001923457,0.000123522,0.00001918703,0.00007988243,0.0001990656,0.00004507581,0.0001104542,3.882086e-7,0.0002207003,0.02689596,0.9715559,0.0005574609],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001704084,0.0002273377,0.0001681563,0.0001391101,0.0002657782,0.0002069505,0.0007081433,0.0005815343,0.9975326],"genre_scores_gemma":[0.000708745,0.0001013756,0.001034336,0.0000744209,0.0004495464,5.372106e-8,0.0002993075,0.0001604316,0.9971718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5319816,"threshold_uncertainty_score":0.999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358566757538919,"score_gpt":0.1736772433302211,"score_spread":0.1600915757548318,"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."}}