{"id":"W4379508100","doi":"10.1111/cars.12441","title":"Educators and synoptic prudentialism: Educator reflections on educator training, student surveillance and using technology for student outreach","year":2023,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; University of Calgary","funders":"","keywords":"Harm; Outreach; Context (archaeology); Reflexivity; Medical education; Pedagogy; Psychology; Public relations; Political science; Sociology; Medicine; Social 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":[0.03235472,0.0007691317,0.0007162003,0.003497088,0.01953166,0.01478885,0.002358195,0.007881012,0.002078731],"category_scores_gemma":[0.03546211,0.0007541666,0.000563793,0.002784915,0.05566435,0.01416995,0.01507305,0.01364289,0.0003945416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01769489,"about_ca_system_score_gemma":0.02300428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03461696,"about_ca_topic_score_gemma":0.07390286,"domain_scores_codex":[0.9506072,0.04072616,0.001100202,0.001508151,0.003377919,0.002680354],"domain_scores_gemma":[0.9574064,0.03376088,0.002108539,0.001308103,0.002922972,0.002493051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001041941,0.00003933378,0.001059406,0.0002674949,0.000004693433,0.0005768014,0.9366346,0.00002517765,0.0001924195,0.03563909,0.007596543,0.01795395],"study_design_scores_gemma":[0.000006280007,0.00003755383,0.001575655,0.001510415,0.000008029478,0.000570436,0.7132559,0.0000451555,0.000234359,0.006330297,0.2763924,0.00003339776],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.245095,0.1109937,0.01349391,0.4917958,0.008537021,0.0002723269,0.00007460121,0.0001569487,0.1295806],"genre_scores_gemma":[0.9033219,0.03579249,0.003475273,0.04210362,0.0008656878,0.0001815558,0.0000269968,0.00009768922,0.0141349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03461696,"threshold_uncertainty_score":0.1711102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366583297680138,"score_gpt":0.4441446123794375,"score_spread":0.3074862826114236,"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."}}