{"id":"W6980433014","doi":"","title":"A case study on action research: Barri Gòtic Barcelona","year":2013,"lang":"en","type":"other","venue":"RADAR (Glasgow School of Art)","topic":"Bioactive natural compounds","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Context (archaeology); Action (physics); Action research; Joint attention; Focus (optics); Social environment; Joint (building); Focus group; Social communication","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000439677,0.0003798902,0.0003895815,0.0003952506,0.0001003781,0.00004636684,0.0003797705,0.0006171254,0.001379704],"category_scores_gemma":[0.0002662408,0.0003389849,0.0001576297,0.0002242697,0.0001842922,0.000005962898,0.0002255524,0.0009011169,0.00107669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000985223,"about_ca_system_score_gemma":0.0002227082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004174479,"about_ca_topic_score_gemma":0.0004721851,"domain_scores_codex":[0.9974467,0.0004878187,0.0002978407,0.0007342844,0.0006199394,0.0004134114],"domain_scores_gemma":[0.9982723,0.00004889564,0.0002176964,0.001013767,0.000206071,0.0002412633],"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":[0.0001499763,0.0003605503,0.0004000597,0.00006822315,0.0003450876,0.0003316617,0.00003073912,5.888415e-7,0.0725954,0.00001601768,0.9248076,0.0008941219],"study_design_scores_gemma":[0.001541154,0.002857177,0.0007183527,0.000131921,0.00007834068,0.0005296178,0.001103253,0.000005070443,0.02205529,0.00002699737,0.9703702,0.0005826181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.594534,0.002142697,0.00008420981,0.0002422865,0.001141422,0.003333509,0.0001550533,0.0001269584,0.3982399],"genre_scores_gemma":[0.597229,0.000099934,0.0003209393,0.00007384847,0.0008753831,0.00005601638,0.00009848615,0.0003019284,0.4009444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0505401,"threshold_uncertainty_score":0.9999062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07045145582357883,"score_gpt":0.3611979930906642,"score_spread":0.2907465372670854,"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."}}