{"id":"W2555391043","doi":"10.38140/pie.v33i4.1929","title":"From discomfort to collaboration: Teachers screening cellphilms in a rural South African school","year":2015,"lang":"en","type":"article","venue":"Perspectives in Education","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Negotiation; Human immunodeficiency virus (HIV); Focus group; Pandemic; Work (physics); Teacher education; Pedagogy; Psychology; Sociology; Medical education; Medicine; Coronavirus disease 2019 (COVID-19); Family medicine; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.007353149,0.0009433473,0.001128868,0.001856764,0.02881842,0.00605073,0.002110465,0.004559443,0.003763003],"category_scores_gemma":[0.01726421,0.001377873,0.0006146474,0.001217562,0.01939359,0.00586615,0.01115406,0.006010981,0.000566772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005970881,"about_ca_system_score_gemma":0.006236142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317092,"about_ca_topic_score_gemma":0.0232864,"domain_scores_codex":[0.9894867,0.006705719,0.0002928653,0.0006072804,0.0006491888,0.002258218],"domain_scores_gemma":[0.9871135,0.007936032,0.001410363,0.0003794345,0.0007399665,0.002420823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001612032,0.00003851991,0.001637737,0.00004942942,0.000001521211,0.001597447,0.9943758,0.00001450136,0.0003396083,0.0004245245,0.0002366915,0.00126809],"study_design_scores_gemma":[0.000002693972,0.0000447684,0.0007437551,0.00005374422,0.000002550679,0.0002951988,0.9955901,0.00001842357,0.0001622508,0.0001277256,0.002951784,0.000007092082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919325,0.0002801688,0.0008144528,0.003423643,0.00005952578,0.0000820708,0.00002146604,0.00002077982,0.003365604],"genre_scores_gemma":[0.9959713,0.0003466402,0.00052722,0.0007173133,0.00002271583,0.00007438082,0.00001170678,0.00002314999,0.002305576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02881842,"threshold_uncertainty_score":0.04332197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021427277378702,"score_gpt":0.4673831969740234,"score_spread":0.3652404692361532,"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."}}