{"id":"W4243102720","doi":"10.22329/il.v33i2.3894","title":"Appeals to Considerations","year":2013,"lang":"en","type":"article","venue":"Informal Logic","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Attribution; Subject (documents); Interpretation (philosophy); Epistemology; Psychology; Authorship attribution; Process (computing); Social psychology; Philosophy; Computer science; Linguistics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005256574,0.00005880008,0.00005891698,0.00005296371,0.0002615558,0.0002340603,0.00005544427,0.00001881363,0.0152759],"category_scores_gemma":[0.00005048214,0.0000468158,0.00002185547,0.00001566256,0.00004929777,0.0006397958,0.00002234597,0.00005067388,0.01057081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000762968,"about_ca_system_score_gemma":0.00002032471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543563,"about_ca_topic_score_gemma":0.00004591249,"domain_scores_codex":[0.9995846,0.000007483491,0.0001534428,0.00005304993,0.00006589011,0.0001355163],"domain_scores_gemma":[0.9996889,0.00003824842,0.000030182,0.0001021875,0.0000786509,0.00006180285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[6.462742e-7,0.00001164395,0.0000185892,0.000004211316,0.000003494644,1.906134e-7,0.01276837,0.00001921997,0.00001202505,0.9412363,0.0445043,0.001420967],"study_design_scores_gemma":[0.0001016673,0.0001001178,0.002150412,0.00001124905,0.000005627845,0.000007083564,0.002378864,0.00007228361,0.00009105104,0.6312801,0.3636169,0.0001846688],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06112248,0.00001922699,0.00006541636,0.008491036,0.0006239601,0.0002561866,0.000008522191,0.0000874274,0.9293258],"genre_scores_gemma":[0.9858127,0.000001166005,0.00039741,0.01019205,0.0004289068,0.00009209716,0.00001097171,0.000003184134,0.003061521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9262642,"threshold_uncertainty_score":0.9901996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05700116448957948,"score_gpt":0.2476048734533704,"score_spread":0.1906037089637909,"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."}}