{"id":"W4296690066","doi":"10.55752/amwa.2022.185","title":"AMWA: Who We Are","year":2022,"lang":"en","type":"article","venue":"AMWA Journal","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Medical education; Psychology; Medical school; Family medicine; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001517571,0.00005461155,0.0001103302,0.00008943117,0.003058378,0.00007979762,0.0003023818,0.00003955948,0.003507036],"category_scores_gemma":[0.001463565,0.00005995453,0.000059043,0.0004134013,0.0001009787,0.0001654176,0.00004227205,0.0005736176,0.00006438309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006755916,"about_ca_system_score_gemma":0.0008756733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090362,"about_ca_topic_score_gemma":0.0005075805,"domain_scores_codex":[0.9980503,0.000600324,0.0002031317,0.0001002716,0.0007000566,0.0003459293],"domain_scores_gemma":[0.9987612,0.0005534143,0.0002471079,0.00008302082,0.0001043052,0.0002509662],"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":[0.00003016107,0.0002084081,0.2211852,0.00001729257,0.00003253672,0.00005861421,0.2866044,0.00004326975,0.00002606882,0.01656862,0.3215495,0.1536759],"study_design_scores_gemma":[0.0001324521,0.00003843604,0.03535132,0.00001394617,0.00000703949,0.00001845281,0.05611353,0.000003888201,0.000003756851,0.005267646,0.9029709,0.00007863044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7749397,0.003059208,0.00003947025,0.1713569,0.03257924,0.0005710379,0.000007393166,0.00008222234,0.01736491],"genre_scores_gemma":[0.9880581,0.001324759,0.0002487157,0.001638437,0.007174963,0.0001966839,0.000001240793,0.00001708337,0.001339989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5814214,"threshold_uncertainty_score":0.9982395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418746903744432,"score_gpt":0.4273041468252138,"score_spread":0.2854294564507706,"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."}}