{"id":"W7023883819","doi":"","title":"THE POTENTIAL INFLUENCE OF YOUTUBE AS A MEANS OF DISSEMINATING THE FINDING OF RESEARCH TO MILLENNIAL-AGED TEACHERS THE POTENTIAL INFLUENCE OF YOUTUBE AS A MEANS OF DISSEMINATING THE FINDING OF RESEARCH TO MILLENNIAL-AGED TEACHERS","year":2017,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dissemination; Information Dissemination; Social media; The Internet","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01126942,0.000346204,0.0008439888,0.000313535,0.003210681,0.00006440767,0.004264799,0.0003445043,0.0004038993],"category_scores_gemma":[0.007599768,0.0002470696,0.0004728405,0.0006562864,0.003052254,0.0004900107,0.0006992136,0.0009648627,0.000002405866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005587583,"about_ca_system_score_gemma":0.000827615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2949735,"about_ca_topic_score_gemma":0.09400184,"domain_scores_codex":[0.9916258,0.002061463,0.0008250026,0.0005739373,0.004149258,0.0007644672],"domain_scores_gemma":[0.9921388,0.00329532,0.001884465,0.001150533,0.001351574,0.0001793276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005423799,0.0002545102,0.0126379,0.0002976847,0.0004718171,0.000003503274,0.9112954,0.002027538,0.0663069,0.001171127,0.0002858811,0.004705382],"study_design_scores_gemma":[0.0002754006,0.0002120808,0.4191454,0.0009236739,0.0001549573,4.047171e-7,0.5775676,0.00002106727,0.00141175,0.00005514593,0.00008568551,0.0001467424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843307,0.0005164495,0.00001122141,0.002682762,0.0002016689,0.001588288,0.00009096968,0.000009200574,0.01056873],"genre_scores_gemma":[0.9867191,0.0008308263,0.0002261288,0.000007095672,0.00007034629,0.00001128778,0.00001979832,0.00003210667,0.0120833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4065075,"threshold_uncertainty_score":0.9999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03655284868600193,"score_gpt":0.4018981042038755,"score_spread":0.3653452555178735,"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."}}