{"id":"W4383815825","doi":"10.1007/s11528-023-00871-9","title":"Celebrating and Preserving Educational Technology History in Canada: the AMTEC History Project","year":2023,"lang":"en","type":"article","venue":"TechTrends","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Athabasca University; Thompson Rivers University","funders":"","keywords":"Mindset; Context (archaeology); Educational technology; Engineering; Sociology; Engineering ethics; Political science; Pedagogy; Computer science; History; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005205374,0.00008172514,0.0001159949,0.0003314409,0.0002568678,0.000006544018,0.0003139578,0.00007987309,0.0002899834],"category_scores_gemma":[0.0004799897,0.00007405165,0.00001729557,0.0005969125,0.0003130835,0.00005993723,0.00006205036,0.0002867694,0.00000683304],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006377089,"about_ca_system_score_gemma":0.009500489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9251894,"about_ca_topic_score_gemma":0.9746674,"domain_scores_codex":[0.9989498,0.00009048768,0.0001618382,0.0002174653,0.0002452431,0.0003351785],"domain_scores_gemma":[0.9993914,0.0002838808,0.00006678063,0.0001759223,0.00003090873,0.00005113315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003577687,0.0000337005,0.05677585,0.00002315629,0.00001013573,0.00001007083,0.05538552,0.000004268731,0.00009280279,0.05837792,0.8050992,0.02418379],"study_design_scores_gemma":[0.00006242812,0.000009399389,0.01215342,0.00001387704,0.000004259006,0.000001213298,0.0224214,0.00004587257,0.000001583288,0.001132214,0.9640489,0.0001054137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5437554,0.01773505,0.000001703012,0.07963229,0.004024391,0.0003200179,0.000006313013,0.0005799867,0.3539448],"genre_scores_gemma":[0.9776664,0.00006625082,0.00008966219,0.0002527266,0.0002415601,0.00009459155,0.000003864124,0.0000122491,0.02157263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4339111,"threshold_uncertainty_score":0.9974372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1216404190368091,"score_gpt":0.3465456224768104,"score_spread":0.2249052034400013,"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."}}