{"id":"W4232807851","doi":"10.1007/978-0-387-68852-7_7","title":"Typing math","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Typing; Computer science; Mathematics; Speech recognition","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003338471,0.001429826,0.0008382581,0.001522113,0.001971029,0.004172138,0.00144272,0.0008927551,0.3924767],"category_scores_gemma":[0.001638085,0.0004284459,0.0006289731,0.00128112,0.0008333665,0.005146923,0.00249223,0.002938254,0.3172802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008794575,"about_ca_system_score_gemma":0.001266079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572299,"about_ca_topic_score_gemma":0.00709227,"domain_scores_codex":[0.9995427,0.00005509059,0.00002594339,0.0001062872,0.0002083885,0.00006161616],"domain_scores_gemma":[0.999507,0.0001146444,0.00001620716,0.0001162856,0.0001828861,0.00006301334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003507051,0.00008352668,0.0002915401,0.0001431092,0.000003290128,0.0001277433,0.001324581,0.0001329063,0.00144875,0.1112155,0.574632,0.3105619],"study_design_scores_gemma":[0.000002593659,0.0000118941,0.0001983792,0.00006491598,0.000002103926,0.0001139935,0.0001991625,0.0001014051,0.0004980044,0.009905778,0.9888959,0.000005918121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0006506423,0.0002508032,0.006887897,0.0004995439,0.0007973452,0.00005364363,0.0003278289,0.001113968,0.9894184],"genre_scores_gemma":[0.002508671,0.0002073612,0.001976395,0.0002320312,0.00007940622,0.00002274493,0.0003208346,0.0003549891,0.9942976],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3924767,"threshold_uncertainty_score":0.8665583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231645028178375,"score_gpt":0.4000251524530223,"score_spread":0.2768606496351848,"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."}}