{"id":"W3024589966","doi":"10.46743/2160-3715/2020.3821","title":"Method as Method: A Play in Three Acts","year":2020,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Prologue; Interpretation (philosophy); Context (archaeology); Epistemology; Power (physics); Sociology; Psychology; Aesthetics; History; Literature; Art; Linguistics; Philosophy; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08339579,0.00127699,0.001172341,0.002338148,0.009520633,0.01293413,0.003272181,0.00501318,0.03531417],"category_scores_gemma":[0.09130408,0.001254967,0.001137447,0.002206841,0.0250133,0.011595,0.008658716,0.009268784,0.007125226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008245272,"about_ca_system_score_gemma":0.008997194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003194353,"about_ca_topic_score_gemma":0.004769416,"domain_scores_codex":[0.8719388,0.111243,0.002541898,0.00412274,0.00810388,0.002049707],"domain_scores_gemma":[0.8962792,0.08196241,0.00294967,0.008532871,0.007552113,0.002723676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004201894,0.0003290944,0.0006811682,0.001529952,0.00003073035,0.0002685258,0.187663,0.0003943155,0.001646593,0.7082973,0.04069734,0.05804182],"study_design_scores_gemma":[0.0004341141,0.0002817363,0.0006891829,0.002862822,0.00004240116,0.0003261467,0.08969656,0.001839801,0.002769663,0.181536,0.7193886,0.0001329065],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01990901,0.001609361,0.6638072,0.04250086,0.007071181,0.0199284,0.00126368,0.001029061,0.2428813],"genre_scores_gemma":[0.2843727,0.001082735,0.5231634,0.01110846,0.0006148606,0.06188151,0.0006002169,0.001454212,0.1157219],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08339579,"threshold_uncertainty_score":0.4410443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2928954971307351,"score_gpt":0.512917415793045,"score_spread":0.2200219186623098,"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."}}