{"id":"W7127075687","doi":"10.7202/1122961ar","title":"It Flows/Runs Wildly/Crazily","year":2025,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Period (music); Work (physics); Subjectivity","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":[0.001506718,0.0002907413,0.0001975049,0.0007101,0.01372189,0.009773981,0.0007423904,0.001895986,0.01557534],"category_scores_gemma":[0.002650016,0.0001761907,0.0002138382,0.001002455,0.02117367,0.008575491,0.005120033,0.004017698,0.0011038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797316,"about_ca_system_score_gemma":0.002352909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02696905,"about_ca_topic_score_gemma":0.09678166,"domain_scores_codex":[0.9991824,0.0003822951,0.00001335627,0.00008309924,0.000124468,0.0002144027],"domain_scores_gemma":[0.9993407,0.0002892692,0.0001041027,0.00006424701,0.00007371802,0.0001278988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007149317,0.00003693599,0.004177227,0.0001039742,0.00001099315,0.001067377,0.5836206,0.00007982945,0.0007108028,0.330342,0.03776044,0.04201834],"study_design_scores_gemma":[0.0000114379,0.00003555986,0.004895794,0.0003092476,0.0000134216,0.0002991756,0.5647496,0.0001295084,0.0004690606,0.03322535,0.3958419,0.00001991116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3392273,0.004743934,0.004236929,0.05487673,0.001053815,0.00003595378,0.0001382391,0.0001163551,0.5955708],"genre_scores_gemma":[0.9404141,0.001452096,0.0007867537,0.002859192,0.0000926046,0.00001875394,0.00004969627,0.0001024644,0.05422446],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02696905,"threshold_uncertainty_score":0.05362415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05640904017276095,"score_gpt":0.3419323013723605,"score_spread":0.2855232611995996,"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."}}