{"id":"W4387303910","doi":"10.1007/978-3-031-40639-3_5","title":"Collateral Creativity and Prime Numbers","year":2023,"lang":"en","type":"book-chapter","venue":"Mathematics education in the digital era","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Collateral; Primality test; Creativity; Context (archaeology); Mathematics; Divisibility rule; Prime (order theory); Arithmetic; Computer science; Pure mathematics; Psychology; Combinatorics; Social psychology; Economics","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":[0.0004603634,0.0003708432,0.0002798617,0.0007607373,0.001412287,0.004114472,0.0004716291,0.0006029276,0.0273219],"category_scores_gemma":[0.002400471,0.0001406659,0.0002032213,0.001042963,0.00542085,0.004186816,0.001489346,0.002555646,0.002699811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744518,"about_ca_system_score_gemma":0.0008703475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000719473,"about_ca_topic_score_gemma":0.001003397,"domain_scores_codex":[0.9996834,0.000123221,0.00001034493,0.00005293473,0.00009670429,0.00003344679],"domain_scores_gemma":[0.9993184,0.0003541406,0.00004137118,0.0001264392,0.00009149843,0.00006820193],"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":[0.000003955914,0.00000388734,0.00002689572,0.000008283277,3.69532e-7,0.00001505699,0.0001429843,0.00006776231,0.00002156913,0.991956,0.002952945,0.004800227],"study_design_scores_gemma":[0.00000562256,0.000006975369,0.0001309908,0.00002420878,9.909994e-7,0.0001107043,0.0001653763,0.0002203849,0.00007689743,0.8983392,0.1009166,0.000001982881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004995082,0.002259562,0.004233732,0.001422742,0.0002236295,0.000009729711,0.00002655589,0.00002791587,0.986801],"genre_scores_gemma":[0.4224862,0.004076649,0.003769938,0.0005173882,0.000582176,0.00005176566,0.00008322702,0.00005470605,0.568378],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0273219,"threshold_uncertainty_score":0.09140086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939269124963225,"score_gpt":0.2987883391990477,"score_spread":0.2593956479494154,"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."}}