{"id":"W2074550951","doi":"10.1386/jwcp.1.3.293_1","title":"Here, I am","year":2008,"lang":"en","type":"article","venue":"Journal of Writing in Creative Practice","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ephemeral key; Rigour; Creativity; Subject (documents); Narrative; Atmosphere (unit); Visual arts; Art and design; Sociology; Computer science; Aesthetics; Epistemology; Art; Psychology; World Wide Web; Literature; Philosophy; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001155045,0.00008990289,0.0001683756,0.0001624512,0.00005584586,0.00003365242,0.0001117003,0.00004660107,0.0001275168],"category_scores_gemma":[0.003729644,0.00008906795,0.00004471904,0.0002765914,0.0000285702,0.001548204,0.00000799777,0.0005939963,0.0000489958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113864,"about_ca_system_score_gemma":0.00008978126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001837922,"about_ca_topic_score_gemma":0.00000111994,"domain_scores_codex":[0.9989071,0.0002158442,0.0004519372,0.00006049291,0.0002235187,0.0001410383],"domain_scores_gemma":[0.9971861,0.002057519,0.0002903478,0.00008239896,0.0003094739,0.00007421421],"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":[0.003554809,0.006659089,0.2026047,0.0008666184,0.002791667,0.0155131,0.1121812,0.1207203,0.04329481,0.01476376,0.2591164,0.2179336],"study_design_scores_gemma":[0.003411405,0.0005942036,0.07680016,0.0006297803,0.0002284379,0.02414289,0.08378024,0.004079851,0.007355125,0.0006537844,0.7974657,0.0008583856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3809009,0.002672857,0.009119971,0.002489916,0.000808557,0.000116693,0.000001628375,0.00006411797,0.6038253],"genre_scores_gemma":[0.9774214,0.001359113,0.02025216,0.0003053232,0.0003170432,0.000001996412,3.593825e-7,0.0000191908,0.0003234285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6035019,"threshold_uncertainty_score":0.4465002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03850360531957579,"score_gpt":0.3240147157437872,"score_spread":0.2855111104242114,"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."}}