{"id":"W4405667126","doi":"10.29173/isotl797","title":"And so it happens","year":2024,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006287951,0.0008889993,0.0005474292,0.001009468,0.01374221,0.0126899,0.001332433,0.004884613,0.02063669],"category_scores_gemma":[0.02004106,0.0003447413,0.0009809957,0.0009930701,0.03679879,0.0149072,0.009568565,0.01262934,0.01017921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003170539,"about_ca_system_score_gemma":0.0034335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005258008,"about_ca_topic_score_gemma":0.005795783,"domain_scores_codex":[0.9905425,0.00482086,0.0001949918,0.00163313,0.001458074,0.001350468],"domain_scores_gemma":[0.9938962,0.001879182,0.0006518937,0.001064185,0.001376134,0.001132451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001133904,0.00005596278,0.002208089,0.0003140915,0.00005917864,0.001200274,0.2936427,0.0001035086,0.001086723,0.5077183,0.1733487,0.02014917],"study_design_scores_gemma":[0.00002904309,0.00002889612,0.0005392532,0.0004188966,0.00002770503,0.000750232,0.1379146,0.0001198811,0.0006014493,0.1105431,0.7489725,0.00005424226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04045968,0.004096365,0.02277205,0.2688756,0.01958462,0.0001668943,0.0003272627,0.0009039943,0.6428135],"genre_scores_gemma":[0.6820369,0.002498333,0.005406796,0.1034337,0.002642577,0.0002542687,0.0002812516,0.001520428,0.2019257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02063669,"threshold_uncertainty_score":0.06903666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494374233726447,"score_gpt":0.2678858471985307,"score_spread":0.2429421048612662,"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."}}