{"id":"W4388229155","doi":"10.29173/isotl681","title":"I Am Smitten by Her Smile","year":2023,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Introspection; Transformative learning; Humanity; Aesthetics; Power (physics); Sociology; Enlightenment; Personal development; Psychology; Literature; Art; Philosophy; Epistemology; Pedagogy; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001440837,0.001065425,0.0006437025,0.0006599249,0.006618032,0.003551061,0.0008419385,0.003332354,0.01767188],"category_scores_gemma":[0.008891805,0.0002853432,0.00050836,0.0003129262,0.004364868,0.003936071,0.002707779,0.01122297,0.0119359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009103318,"about_ca_system_score_gemma":0.0008606584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002306042,"about_ca_topic_score_gemma":0.003649011,"domain_scores_codex":[0.9989396,0.0004008118,0.00001785723,0.0001545979,0.0002959726,0.0001912325],"domain_scores_gemma":[0.9980585,0.0005256043,0.000133225,0.0001091082,0.0005508079,0.0006228012],"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":[0.0002097622,0.0001135412,0.001575706,0.0002971924,0.00002915852,0.00323227,0.08998327,0.0001457123,0.004717615,0.02809913,0.8221283,0.04946834],"study_design_scores_gemma":[0.000007091949,0.0001200234,0.001126,0.0002789952,0.000009091569,0.004801205,0.05634408,0.0002711425,0.001193192,0.002946554,0.9328272,0.00007529851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08460114,0.009436209,0.02017724,0.4125092,0.06525102,0.0003131718,0.0007766882,0.003136334,0.4037989],"genre_scores_gemma":[0.3655185,0.003612686,0.00643564,0.09968815,0.005958372,0.0002294499,0.0002702561,0.001056449,0.5172305],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01767188,"threshold_uncertainty_score":0.05911833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04721965215352475,"score_gpt":0.3835349410647894,"score_spread":0.3363152889112647,"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."}}