{"id":"W4230318637","doi":"10.32920/ryerson.14652189","title":"Fight like a girl : digital storytelling for resilience strategies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Professional Engineers Ontario","funders":"","keywords":"Martial arts; Psychology; Mindset; Psyche; Amateur; The arts; Digital storytelling; Empowerment; Storytelling; Coaching; Narrative; Social psychology; Public relations; Pedagogy; Visual arts; Political science; Computer science; Psychotherapist","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":[0.001713993,0.001061955,0.0002815703,0.001614734,0.001485424,0.003428282,0.001302316,0.001291959,0.01753095],"category_scores_gemma":[0.006183351,0.0002628045,0.0006737646,0.0006921982,0.001551794,0.003656819,0.003598653,0.001208968,0.002441359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005567725,"about_ca_system_score_gemma":0.0003769903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000271943,"about_ca_topic_score_gemma":0.0009088546,"domain_scores_codex":[0.9989165,0.000727475,0.00003546994,0.0001008244,0.0001180147,0.0001017461],"domain_scores_gemma":[0.9942465,0.004851738,0.0001955517,0.0002338589,0.0001110321,0.0003613139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001076545,0.002153562,0.009807305,0.004013776,0.0001757712,0.004121707,0.3675302,0.002453099,0.02141558,0.02597566,0.06033121,0.5009456],"study_design_scores_gemma":[0.0004302483,0.002733967,0.01740371,0.002947749,0.0002876323,0.005236813,0.2113651,0.007352898,0.01485697,0.0240655,0.7130464,0.0002730454],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6914069,0.006730114,0.1076415,0.0114284,0.001159785,0.001757401,0.002379998,0.003404072,0.1740918],"genre_scores_gemma":[0.8599297,0.004498547,0.0957756,0.001505141,0.0003729416,0.001411018,0.001170866,0.0005352828,0.03480089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01753095,"threshold_uncertainty_score":0.05864686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03675357306302319,"score_gpt":0.3202701199369107,"score_spread":0.2835165468738875,"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."}}