{"id":"W2056317884","doi":"10.1007/s10649-014-9582-y","title":"The visible and the invisible: mathematics as revelation","year":2014,"lang":"en","type":"article","venue":"Educational Studies in Mathematics","topic":"Philosophical and Theoretical Analysis","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; University of Victoria","funders":"","keywords":"Revelation; Immanence; Epistemology; Object (grammar); Agency (philosophy); Dimension (graph theory); Phenomenology (philosophy); Generative grammar; Mathematics education; Sociology; Mathematics; Aesthetics; Cognitive science; Philosophy; Psychology; Computer science; Pure mathematics; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.001270322,0.0001243917,0.0002395187,0.00004030345,0.0008100352,0.0001340826,0.0001999442,0.00002361229,0.0002193032],"category_scores_gemma":[0.002633227,0.00005693866,0.00005886209,0.00009016736,0.001880536,0.00006793383,0.0001089864,0.0001396683,0.0001205045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002726147,"about_ca_system_score_gemma":0.00001878345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001513967,"about_ca_topic_score_gemma":0.00007694588,"domain_scores_codex":[0.9989767,0.00008920785,0.0003953981,0.0001248091,0.0002600813,0.0001538148],"domain_scores_gemma":[0.9944212,0.005049178,0.0001310841,0.0002195195,0.0001477752,0.00003126121],"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":[0.000005095251,0.00008130187,0.00001870375,0.0000685328,0.00007586664,6.59847e-8,0.0267248,0.000003548452,4.672838e-7,0.9716569,0.00104606,0.0003186464],"study_design_scores_gemma":[0.000214088,0.00001436148,0.00003664404,0.00007421376,0.00005270327,0.000002759737,0.008234671,0.002203617,0.000002756369,0.9753988,0.01368256,0.00008275626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08005833,0.005950989,0.0005456635,0.2506638,0.00116396,0.000849652,0.000009476875,0.00006436704,0.6606937],"genre_scores_gemma":[0.9877805,0.0006112711,0.0009788305,0.0006981132,0.0008203333,0.0001190529,0.000003416613,0.00001380601,0.008974669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9077222,"threshold_uncertainty_score":0.6928914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706843814595849,"score_gpt":0.3072733987413583,"score_spread":0.2602049605953998,"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."}}