{"id":"W639940626","doi":"10.1007/978-0-387-69216-6","title":"Mathematics and Technology","year":2008,"lang":"en","type":"book","venue":"Springer undergraduate texts in mathematics and technology","topic":"Mathematics Education and Programs","field":"Mathematics","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mathematics education; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003184045,0.001154832,0.0007539615,0.001763879,0.001630501,0.00522847,0.0007631115,0.001193392,0.09119891],"category_scores_gemma":[0.001296092,0.0003383745,0.0003387975,0.001869698,0.002230162,0.004217843,0.002513331,0.003232253,0.05578071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002264415,"about_ca_system_score_gemma":0.002438574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002507118,"about_ca_topic_score_gemma":0.007321936,"domain_scores_codex":[0.9995727,0.00006372979,0.00001679289,0.00007115337,0.0002423645,0.00003328181],"domain_scores_gemma":[0.9997333,0.00006386538,0.00001692535,0.00006092264,0.00007691082,0.00004814664],"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":[0.000009017744,0.00002170587,0.00009873476,0.0001828751,0.00000503161,0.00003785946,0.0006070091,0.0002219673,0.0003171281,0.4433368,0.3974305,0.1577314],"study_design_scores_gemma":[0.000001385672,0.000005455827,0.0001273767,0.00008243597,0.000001690336,0.00004381604,0.00006609618,0.00006507629,0.00005587315,0.0346506,0.9648982,0.000002065605],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002835927,0.01380209,0.002333893,0.00253175,0.001763291,0.00002124513,0.00008629397,0.0001146308,0.9790633],"genre_scores_gemma":[0.00478573,0.00757724,0.0009612767,0.0008320379,0.0008094132,0.00003664451,0.00009059186,0.00009797894,0.984809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09119891,"threshold_uncertainty_score":0.3050908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959271235345413,"score_gpt":0.2886024256130293,"score_spread":0.2590097132595752,"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."}}