{"id":"W1607433571","doi":"","title":"New media and research dissemination: the case of performing mathematics education research","year":2013,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mathematics education; Educational research; Computer science; Information Dissemination; Multimedia; Psychology; Pedagogy; World Wide Web","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":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.1644462,0.001013966,0.00114934,0.008946968,0.02249758,0.04082474,0.00482078,0.009333165,0.006809131],"category_scores_gemma":[0.2306854,0.001189817,0.001005533,0.009917583,0.05476567,0.03371503,0.02540223,0.01006433,0.001064417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008795847,"about_ca_system_score_gemma":0.01207814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004358037,"about_ca_topic_score_gemma":0.003455749,"domain_scores_codex":[0.6795821,0.2900004,0.005648566,0.007471353,0.01277264,0.004524877],"domain_scores_gemma":[0.4457546,0.4687969,0.01847767,0.04895699,0.01090045,0.007113377],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001516274,0.0001968865,0.005013849,0.0007052565,0.00006528054,0.004327956,0.693423,0.0003639141,0.00151614,0.2264071,0.003222072,0.06460697],"study_design_scores_gemma":[0.000258537,0.0004596634,0.005709469,0.002150219,0.0001144091,0.004671996,0.5171116,0.001847592,0.002541954,0.09363595,0.3713309,0.0001676915],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3581887,0.009165534,0.08964352,0.1072606,0.001157284,0.001636266,0.0002275724,0.0005219235,0.4321985],"genre_scores_gemma":[0.9653888,0.002359492,0.01946757,0.002131275,0.0007470757,0.0008549506,0.000059416,0.0002525646,0.00873882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9591752,"threshold_uncertainty_score":0.8696848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1152654914433439,"score_gpt":0.390460206424414,"score_spread":0.2751947149810701,"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."}}