{"id":"W4249591338","doi":"10.32920/ryerson.14645976.v1","title":"A Magic Thread / Um Fio Mágico","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Gender, Sexuality, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Queer; Parallels; Indigenous; MAGIC (telescope); Gender studies; Narrative; Colonialism; Happiness; Sociology; History; Literature; Art; Political science; Law","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":[0.0008826232,0.0004661144,0.0003099083,0.0006842454,0.005561693,0.00375684,0.0005403344,0.001360229,0.01707947],"category_scores_gemma":[0.002282723,0.0002115458,0.0003286566,0.0006383099,0.005338868,0.00431679,0.002927958,0.002576683,0.001988756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860487,"about_ca_system_score_gemma":0.001395942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006203635,"about_ca_topic_score_gemma":0.008366389,"domain_scores_codex":[0.9993406,0.0002275563,0.00001957833,0.0001071171,0.0001702947,0.0001349773],"domain_scores_gemma":[0.9995173,0.0001634518,0.00005986392,0.00007768896,0.00007565877,0.0001060926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001075892,0.00002324783,0.0007451464,0.0002064451,0.000008009585,0.0006489481,0.06789073,0.00007730092,0.001990369,0.7826347,0.08856219,0.05710531],"study_design_scores_gemma":[0.000006431172,0.00002383662,0.0004472617,0.0002351437,0.0000046695,0.0003543541,0.007699701,0.00006790227,0.0003892962,0.01109778,0.9796633,0.00001036682],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03701024,0.01066438,0.009625761,0.05511786,0.007580032,0.00009999103,0.0002836855,0.0003150037,0.879303],"genre_scores_gemma":[0.6771597,0.008162763,0.007247651,0.007720632,0.002438915,0.0001604321,0.0002018352,0.00044583,0.2964622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01707947,"threshold_uncertainty_score":0.05713654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398451685752758,"score_gpt":0.4115791510568959,"score_spread":0.2717339824816201,"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."}}