{"id":"W4300480053","doi":"","title":"The Invisible Researcher: Using Educational Technologies as Research Tools for Education","year":2009,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Mathematics education; Computer science; Sociology; Data science; Pedagogy; Psychology","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":[0.1108809,0.00103948,0.001119179,0.008617128,0.00788194,0.03383015,0.002886158,0.00938709,0.003042526],"category_scores_gemma":[0.1094043,0.0007905437,0.001151992,0.004729314,0.0490277,0.04040795,0.01777657,0.007750397,0.00103683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003847647,"about_ca_system_score_gemma":0.01140986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009757641,"about_ca_topic_score_gemma":0.001567613,"domain_scores_codex":[0.8165028,0.1636315,0.003657621,0.002966341,0.01180062,0.001441086],"domain_scores_gemma":[0.7417793,0.2291391,0.006467809,0.01402461,0.005202198,0.003386952],"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":[0.0001211817,0.0001832911,0.003346354,0.002246687,0.00008884416,0.0009817149,0.1022318,0.0002314772,0.001623675,0.7055432,0.006919289,0.1764826],"study_design_scores_gemma":[0.000194137,0.0006467819,0.001537232,0.007998901,0.0001868986,0.00295008,0.1130942,0.001605169,0.003791301,0.5718491,0.2959612,0.0001849348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03847513,0.04067082,0.6189113,0.1649198,0.005328001,0.001049675,0.0001049557,0.0008500405,0.1296903],"genre_scores_gemma":[0.5582424,0.02923886,0.3710565,0.02295877,0.002346104,0.002587743,0.00006761518,0.0002872561,0.01321482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1108809,"threshold_uncertainty_score":0.5864012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6278103278598107,"score_gpt":0.7138859475632653,"score_spread":0.08607561970345456,"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."}}