{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001555858,0.0003192133,0.0004557566,0.00005999074,0.001247907,0.0002049336,0.0002554209,0.0001682677,0.0004350992],"category_scores_gemma":[0.0003847545,0.0002659511,0.000152504,0.0001259901,0.00101684,0.0002825291,0.0002340251,0.0005252475,0.0001223786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328519,"about_ca_system_score_gemma":0.00001821845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005546329,"about_ca_topic_score_gemma":0.0008583504,"domain_scores_codex":[0.9981319,0.0001080009,0.0004174238,0.0004586703,0.0002771958,0.0006068604],"domain_scores_gemma":[0.9993347,0.0002851461,0.00002779561,0.0001584633,0.0001251373,0.00006876194],"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":[0.00001919467,0.0001472995,0.0001788837,0.0005680407,0.0001136582,0.00009357568,0.08721435,0.000001270528,0.00003459439,0.6518481,0.2594916,0.000289361],"study_design_scores_gemma":[0.0004543579,0.00003489614,0.0009207366,0.0001726151,0.0004755161,0.000005302584,0.1092126,0.00001334723,0.000008398002,0.01370827,0.8746364,0.0003575209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006808709,0.01295135,0.00007735168,0.01337073,0.006911397,0.0003036302,0.0001718588,0.0001447052,0.9592603],"genre_scores_gemma":[0.967553,0.001020755,0.0002266345,0.01607164,0.002157181,0.00005636213,0.00004731927,0.00002265969,0.01284443],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9607443,"threshold_uncertainty_score":0.9999793,"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."}}