{"id":"W4388527532","doi":"10.1080/17439884.2023.2280058","title":"A TechnoEthical Framework for Teachers","year":2023,"lang":"en","type":"article","venue":"Learning Media and Technology","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Existentialism; Perspective (graphical); Through-the-lens metering; Sociology; Pedagogy; Mathematics education; Lens (geology); Psychology; Engineering ethics; Epistemology; Computer science; Engineering; Philosophy; Artificial intelligence","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":[0.01695639,0.001214768,0.0007124603,0.003665054,0.006951366,0.0124589,0.003090873,0.006823506,0.007261643],"category_scores_gemma":[0.0144489,0.0006934693,0.0007926683,0.001914802,0.05400319,0.01357094,0.006880063,0.01006779,0.001781157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007975392,"about_ca_system_score_gemma":0.009000957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003989223,"about_ca_topic_score_gemma":0.003413565,"domain_scores_codex":[0.9858608,0.010007,0.0006676264,0.0007776719,0.001822139,0.0008648079],"domain_scores_gemma":[0.9892576,0.006786004,0.00080693,0.001029219,0.001365578,0.0007544849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001512937,0.000006420446,0.00003874425,0.00002516304,6.799783e-7,0.00003729483,0.003986696,0.0001148248,0.00003576685,0.9926925,0.0009391897,0.002121209],"study_design_scores_gemma":[0.000008954574,0.00001729018,0.0000780444,0.0002616586,0.000002782986,0.0001466065,0.004783207,0.0007038641,0.0001409804,0.8085855,0.1852581,0.0000130537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006555945,0.00589327,0.495409,0.07487725,0.002008364,0.0005749658,0.0001618428,0.0003666173,0.4141529],"genre_scores_gemma":[0.5579005,0.00612432,0.3308516,0.01086354,0.001594512,0.004329237,0.0001733725,0.0004861745,0.08767667],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01695639,"threshold_uncertainty_score":0.08967501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630081216356451,"score_gpt":0.3220226780062095,"score_spread":0.295721865842645,"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."}}