{"id":"W617312791","doi":"","title":"Faculty integration of computer-mediated learning technologies into teaching praxis","year":2007,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Praxis; Scholarship; Negotiation; Faculty development; Process (computing); Focus group; Medical education; Psychology; Pedagogy; Public relations; Sociology; Professional development; Political science; Computer science; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009102895,0.0003157973,0.0007047335,0.001024686,0.001368678,0.00002048098,0.001459097,0.0005885804,0.0003599478],"category_scores_gemma":[0.00008010197,0.0004552959,0.0003955751,0.001369062,0.001955031,0.002563323,0.0007462461,0.0009923042,0.00002334188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002547539,"about_ca_system_score_gemma":0.00127422,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05002329,"about_ca_topic_score_gemma":0.03395174,"domain_scores_codex":[0.9974343,0.0004632447,0.0002984866,0.0005715096,0.0006676054,0.000564925],"domain_scores_gemma":[0.9977008,0.0004838413,0.0008876948,0.0003751739,0.0003095831,0.0002429801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000962635,0.0005601084,0.02654682,0.0002253731,0.0003712479,0.0002834688,0.8385758,0.0003771493,0.005149293,0.0008030047,0.0007590018,0.1253861],"study_design_scores_gemma":[0.001246015,0.0003308017,0.002583714,0.0001958418,0.0001330216,0.000001620436,0.9394723,0.0002396433,0.001001379,0.0001704378,0.05423152,0.0003937349],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638413,0.00004397553,0.02833708,0.001767425,0.0001150846,0.0003362308,0.0001426483,0.0006671425,0.004749079],"genre_scores_gemma":[0.9152227,0.0001050029,0.07655129,0.00001010403,0.00003782758,4.952733e-9,0.0002899316,0.00001612003,0.007767008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1249924,"threshold_uncertainty_score":0.9999314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0099952624749989,"score_gpt":0.2197164582730015,"score_spread":0.2097211957980026,"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."}}