{"id":"W4406859568","doi":"10.70116/3065457280","title":"Enter and reimagine: Exploring currere together","year":2025,"lang":"en","type":"article","venue":"Currere and praxis.","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Sociology; History; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.000165179,0.0001255596,0.0001353234,0.00007391399,0.0002399543,0.00033152,0.000131259,0.00002527706,0.0006939119],"category_scores_gemma":[0.00002589327,0.0001014082,0.00002901866,0.00002974722,0.000387714,0.0004541968,0.0001274722,0.0001720468,0.00002734703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006915553,"about_ca_system_score_gemma":0.00002423912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006403501,"about_ca_topic_score_gemma":0.000124886,"domain_scores_codex":[0.9994006,0.00007135211,0.000145366,0.000175542,0.00006454944,0.0001426528],"domain_scores_gemma":[0.999494,0.00009810436,0.0000397135,0.0002808131,0.00005010646,0.00003724801],"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":[0.00001033978,0.00003550082,0.001822514,0.0001113048,0.00004418683,0.000002317599,0.02137847,1.39601e-7,0.00002301477,0.8688824,0.01376471,0.09392505],"study_design_scores_gemma":[0.000255371,0.00001112844,0.0006661824,0.0001303438,0.00002840819,0.00000236635,0.01692023,0.00001113777,0.00006076071,0.008990926,0.9727778,0.0001453146],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2065758,0.03220582,0.0001007574,0.005925942,0.0006865202,0.0002584659,0.00003857911,0.0001773378,0.7540308],"genre_scores_gemma":[0.9878682,0.001688844,0.00006551317,0.0004354098,0.0001470206,0.00005199558,0.00001362267,0.00001133527,0.009718083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9590131,"threshold_uncertainty_score":0.7597849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07837474564013092,"score_gpt":0.3071504668418882,"score_spread":0.2287757212017573,"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."}}