{"id":"W4386494139","doi":"10.32920/24103299.v1","title":"Domesticating Everyday Technologies for Teaching","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Domestication; Appropriation; Social media; Sociology; Technology integration; Point (geometry); Social practice; Pedagogy; Mathematics education; Educational technology; Psychology; Political science; Epistemology; Art; Ecology","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":[0.002043261,0.0003254225,0.0002264618,0.001177564,0.004096407,0.008835668,0.0007100885,0.001241858,0.006087525],"category_scores_gemma":[0.003818493,0.0002049666,0.0003626737,0.0009262004,0.01344378,0.00745192,0.005819096,0.001339771,0.0008504129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630056,"about_ca_system_score_gemma":0.001360331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353188,"about_ca_topic_score_gemma":0.001190755,"domain_scores_codex":[0.9963367,0.00243384,0.0001141776,0.0003602964,0.0004725526,0.0002823719],"domain_scores_gemma":[0.9978365,0.001052364,0.0002848131,0.000423872,0.0001478088,0.0002545922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002413721,0.00008897391,0.007942768,0.0001803678,0.00002883548,0.0009043182,0.5322461,0.0004875907,0.002274405,0.3803578,0.005491481,0.06997339],"study_design_scores_gemma":[0.00001205219,0.00009770469,0.006155512,0.0003486013,0.00002909532,0.001930006,0.3575947,0.0007801328,0.002580308,0.09681237,0.533617,0.00004256057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4997938,0.005470456,0.04249701,0.01248629,0.0004396973,0.00008589631,0.0001659883,0.0002356149,0.4388252],"genre_scores_gemma":[0.9877163,0.001347418,0.002582678,0.0004874209,0.00004918433,0.00003076967,0.00003359451,0.00003909808,0.007713438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008835668,"threshold_uncertainty_score":0.02036476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05807921286895336,"score_gpt":0.3985099773895255,"score_spread":0.3404307645205722,"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."}}