{"id":"W2772991081","doi":"10.36510/learnland.v2i1.288","title":"Research as Experience and the Experience of Research: Mutual Shaping in the Arts and in Qualitative Inquiry","year":2008,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Interdependence; Parallels; The arts; Embodied cognition; Qualitative research; Process (computing); Sociology; Psychology; Epistemology; Computer science; Visual arts; Social science; Art; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005501231,0.00008581827,0.0001848413,0.0002470201,0.001004142,0.0001108572,0.000243483,0.00003370282,0.0002221869],"category_scores_gemma":[0.002053117,0.00004685254,0.00001773671,0.0002349103,0.005501096,0.000185431,0.0001894481,0.0008245247,0.0000126067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001584732,"about_ca_system_score_gemma":0.00004901211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002294386,"about_ca_topic_score_gemma":0.001032492,"domain_scores_codex":[0.9957565,0.002638954,0.0002295099,0.0002467469,0.0007282057,0.0004000663],"domain_scores_gemma":[0.9941202,0.00549128,0.000040365,0.0001383929,0.0001690841,0.00004069921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002112485,0.00002766421,0.0102729,0.00001770607,0.000003514637,0.0000280835,0.8506855,0.000006010762,0.00002561597,0.1382367,0.0001204492,0.000364671],"study_design_scores_gemma":[0.0005822916,0.0001552723,0.01216837,0.0001131418,7.637028e-7,0.00001393207,0.9785969,0.000516457,0.00004278855,0.002182328,0.005562266,0.00006553682],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614607,0.00108761,0.000006714982,0.0007100566,0.00001035935,0.0002278366,8.414255e-7,0.000008148889,0.03648775],"genre_scores_gemma":[0.9975094,0.0005028792,0.00001249186,0.00003360473,0.00009681828,0.0001297007,0.00000118608,0.000007349272,0.001706536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1360543,"threshold_uncertainty_score":0.9972054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.376300198382557,"score_gpt":0.4782410929197258,"score_spread":0.1019408945371688,"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."}}