{"id":"W2484459869","doi":"10.1017/ccol0521570069","title":"The Cambridge Companion to Peirce","year":2004,"lang":"fr","type":"book","venue":"Cambridge University Press eBooks","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Art history; Art; Library science; History; Computer science","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0003291118,0.0006816478,0.0005394333,0.0002070501,0.004320397,0.000585004,0.001341469,0.0003620823,0.00001487679],"category_scores_gemma":[0.00003330112,0.0006780133,0.0003736761,0.0000251623,0.001693215,0.0002823948,0.0005600165,0.0009195839,0.0002994067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002372391,"about_ca_system_score_gemma":0.001440954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003713528,"about_ca_topic_score_gemma":0.00006969347,"domain_scores_codex":[0.9972124,0.000309097,0.0004472859,0.0007331214,0.0004943074,0.0008038601],"domain_scores_gemma":[0.9973424,0.0004094485,0.0003959025,0.0010214,0.0003796859,0.0004511554],"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":[0.0001019007,0.00006030256,0.000001897136,0.0002064805,0.0001725261,0.00005917107,0.002105711,0.00004565645,0.000008290764,0.8039201,0.1919378,0.00138013],"study_design_scores_gemma":[0.0005550841,0.0001512375,0.0001548702,0.0006486712,0.0003660972,0.00002625431,0.001121845,0.00004507918,0.00007934707,0.0001237354,0.9959467,0.0007810885],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001734209,0.000748668,0.0002836657,0.001495359,0.00466185,0.001165092,0.001118684,0.0001720791,0.9886204],"genre_scores_gemma":[0.02902325,0.0002451403,0.00004763595,0.0003607094,0.002706875,0.00000760454,0.0002173736,0.00007847275,0.9673129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8040089,"threshold_uncertainty_score":0.9995671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03170360667052615,"score_gpt":0.2116451343736085,"score_spread":0.1799415277030823,"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."}}