{"id":"W2782659123","doi":"10.1007/s11858-018-0912-x","title":"Elaborating the later Vygotsky’s radical initiative on the nature and function of language: implications for mathematics education","year":2018,"lang":"en","type":"article","venue":"ZDM","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sketch; Function (biology); Meaning (existential); Mathematics education; Epistemology; Computer science; Mathematics; Philosophy; Algorithm","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003857792,0.0005057012,0.0005891706,0.001615165,0.004600842,0.006522162,0.001160223,0.004309985,0.004027261],"category_scores_gemma":[0.005276526,0.000205976,0.000535945,0.0009855415,0.02538213,0.009755608,0.007159886,0.008883258,0.0005353704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005071611,"about_ca_system_score_gemma":0.004406861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004517763,"about_ca_topic_score_gemma":0.00737953,"domain_scores_codex":[0.9978895,0.0009394304,0.0001076359,0.0004495869,0.0003460534,0.0002677855],"domain_scores_gemma":[0.997516,0.001554258,0.0001779112,0.0002131659,0.0003635101,0.0001751156],"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":[0.000006758808,0.000006729659,0.0001028538,0.00001735935,0.000001828215,0.00002102833,0.004080107,0.00005191455,0.000121961,0.9928589,0.0008761057,0.001854373],"study_design_scores_gemma":[0.00001778008,0.00001857006,0.0006341058,0.0000866819,0.000007637306,0.00008934814,0.004280949,0.0004363749,0.0005709843,0.901204,0.09263181,0.00002174786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1351847,0.01461275,0.09211534,0.3494891,0.004806524,0.000137835,0.0002227519,0.000145184,0.4032858],"genre_scores_gemma":[0.9308733,0.002351276,0.01507085,0.01295702,0.0008732955,0.0001441305,0.00003715803,0.00009691325,0.03759598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006522162,"threshold_uncertainty_score":0.03679729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06081136710828444,"score_gpt":0.4319287283148728,"score_spread":0.3711173612065883,"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."}}