{"id":"W4399977712","doi":"10.1007/978-3-031-61113-1_8","title":"A Neo-Organicist Approach to Formal Science: The Case of Mathematical Logic","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Engineers Without Borders Canada","funders":"","keywords":"Formal science; Epistemology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001934297,0.0003581926,0.0003818822,0.001201693,0.002555593,0.005678102,0.001186904,0.002143921,0.006005169],"category_scores_gemma":[0.003494001,0.0003590206,0.0005434435,0.001323607,0.02441535,0.009970368,0.002435241,0.003385443,0.0009006371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005389913,"about_ca_system_score_gemma":0.003150928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880526,"about_ca_topic_score_gemma":0.005251186,"domain_scores_codex":[0.9988851,0.0005391245,0.00002771698,0.0001005845,0.0003310925,0.0001162571],"domain_scores_gemma":[0.9982652,0.001170116,0.0001004015,0.0002165532,0.0001675987,0.00008014609],"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":[9.418078e-7,0.000001656371,0.000007650898,0.000004204338,4.605562e-7,0.000006476411,0.00008669699,0.0001009367,0.0000107127,0.9988762,0.0003935613,0.0005105801],"study_design_scores_gemma":[0.000002005503,0.000001283353,0.00001298528,0.000007864517,5.12803e-7,0.000009027038,0.0000603709,0.0003335775,0.00002280383,0.9909656,0.008582669,0.000001411359],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01691748,0.007829093,0.09652396,0.03358613,0.0005074423,0.00003071354,0.0001212152,0.0001001503,0.8443839],"genre_scores_gemma":[0.8659045,0.005798896,0.03287604,0.004151128,0.0008465013,0.000109972,0.0000823181,0.0001838568,0.09004682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006005169,"threshold_uncertainty_score":0.03910673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08458016035223567,"score_gpt":0.2469446842380887,"score_spread":0.162364523885853,"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."}}