{"id":"W6889788261","doi":"10.26181/25346134","title":"Understanding digital period pedagogies: Exploring how young people navigate menstruation through embodied experience","year":2024,"lang":"en","type":"article","venue":"La Trobe University","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Menstruation; Embodied cognition; Narrative; Social media; Exploratory research; Construct (python library); Period (music); Qualitative research","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":[],"consensus_categories":[],"category_scores_codex":[0.00006861889,0.0001485126,0.0001967238,0.00009239529,0.0002677054,0.0001273332,0.0000814521,0.00007322842,0.00007576076],"category_scores_gemma":[0.00004550789,0.0001508804,0.00008733324,0.000325444,0.0001052842,0.001220161,0.00006082225,0.0002038872,0.00002244357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004911277,"about_ca_system_score_gemma":0.0001439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001055251,"about_ca_topic_score_gemma":0.00007492636,"domain_scores_codex":[0.9989745,0.00002873612,0.0001001971,0.0003262263,0.0002573902,0.0003129341],"domain_scores_gemma":[0.9995372,0.00007042907,0.00003339925,0.0001717263,0.00003145771,0.000155829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001818059,0.0003486289,0.129833,0.003276899,0.0003451314,0.002213659,0.5671077,0.0001248424,0.001462971,0.279211,0.003796084,0.01046203],"study_design_scores_gemma":[0.003572871,0.0005010277,0.009177813,0.0009360216,0.000207573,0.000364165,0.934101,0.004462543,0.0002854663,0.00211899,0.04357048,0.0007020475],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9149631,0.0001230441,0.01621204,0.001536163,0.0004549922,0.0002476614,0.00002192748,0.0003318248,0.06610923],"genre_scores_gemma":[0.9976755,0.0001914889,0.0004190509,0.00003118432,0.00005641177,0.000002290547,0.00004040115,0.00001541004,0.0015683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3669933,"threshold_uncertainty_score":0.6152725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1886268071860384,"score_gpt":0.3136029521726043,"score_spread":0.1249761449865658,"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."}}