{"id":"W3115266434","doi":"10.59203/zfn.69.518","title":"Abstract logical structuralism","year":2020,"lang":"en","type":"article","venue":"Philosophical Problems in Science (Zagadnienia Filozoficzne w Nauce)","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Structuralism (philosophy of science); Epistemology; Categorical variable; Philosophy of logic; Mathematical logic; Foundations of mathematics; Mathematics; Philosophy; Algorithm","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"],"consensus_categories":[],"category_scores_codex":[0.001044614,0.0005104304,0.0006095365,0.0003639656,0.0004636747,0.0004669283,0.004841344,0.0002313199,0.0001780163],"category_scores_gemma":[0.0009108238,0.0004131825,0.0001671177,0.004468116,0.001387315,0.002674685,0.001376107,0.001189991,0.0003646151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687384,"about_ca_system_score_gemma":0.0002880441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001346843,"about_ca_topic_score_gemma":0.000003458351,"domain_scores_codex":[0.9938932,0.00009171593,0.0009493442,0.002050896,0.001601973,0.001412874],"domain_scores_gemma":[0.9973437,0.0002406883,0.0002622524,0.0009807801,0.00021506,0.000957555],"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":[0.00003937004,0.0002384893,0.001257451,0.00009186702,0.000009378196,0.0002578637,0.002226335,0.005159442,0.06195087,0.9112166,0.0001338853,0.01741847],"study_design_scores_gemma":[0.001314781,0.0004403042,0.02353494,0.00007607639,0.000005424656,0.00007816706,0.00003734617,0.0313767,0.003180666,0.9373168,0.00151996,0.001118851],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6411648,0.0008601362,0.1187669,0.2088235,0.001815683,0.002208692,0.00002992991,0.002108172,0.0242221],"genre_scores_gemma":[0.9774637,0.00002993153,0.01718611,0.004875087,0.0003766267,0.00003161203,0.00000396771,0.00002180599,0.00001115479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3362989,"threshold_uncertainty_score":0.999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05581735331498715,"score_gpt":0.279506762106114,"score_spread":0.2236894087911269,"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."}}