{"id":"W218935533","doi":"","title":"Twitter and Canadian Educators.","year":2012,"lang":"en","type":"article","venue":"Education Canada","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Internet privacy; Public relations; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001466642,0.00004566327,0.00004142228,0.00006240146,0.0003677313,0.00002725379,0.00009643651,0.00005151201,0.0004342318],"category_scores_gemma":[0.0001339984,0.00005096971,0.000005601798,0.0001209273,0.00007599234,0.0001191591,0.000006635944,0.00007318235,0.00001852996],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008973266,"about_ca_system_score_gemma":0.01374137,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9995179,"about_ca_topic_score_gemma":0.9997128,"domain_scores_codex":[0.9993788,0.00003097782,0.00005433404,0.00006468382,0.0001252316,0.0003459795],"domain_scores_gemma":[0.9992853,0.00001211234,0.00002303934,0.00009370224,0.00003374043,0.0005521344],"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":[2.169091e-7,0.00001301816,0.3461483,0.000001433726,0.000002156209,9.521231e-8,0.0019918,5.775862e-9,0.000001225921,0.002186702,0.6432895,0.006365587],"study_design_scores_gemma":[0.000016561,0.000001148627,0.239459,0.000003487844,0.000002250591,0.000001258508,0.009056935,4.051398e-8,0.00001658095,0.00007663634,0.7513112,0.00005490163],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.878887,0.0004046952,5.045912e-7,0.04481798,0.004058385,0.0001085524,0.000002907163,0.00002143576,0.07169855],"genre_scores_gemma":[0.984749,0.000009348281,0.00007159036,0.006457484,0.0004398485,0.00000641266,0.000002699994,0.000004969942,0.008258636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1080217,"threshold_uncertainty_score":0.9918498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258301951740491,"score_gpt":0.2952043231330953,"score_spread":0.2826213036156904,"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."}}