{"id":"W2324681608","doi":"10.1177/0891241614550200","title":"Knitting as Metaphor for Work","year":2014,"lang":"en","type":"article","venue":"Journal of Contemporary Ethnography","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Metaphor; Autoethnography; Ethnography; Sociology; Context (archaeology); Work (physics); Relation (database); Similarity (geometry); Epistemology; Social science; Computer science; Anthropology; Linguistics; Engineering","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":[0.008221735,0.00008121922,0.0002110236,0.0003860467,0.0004646452,0.0001207934,0.0002501618,0.00007691656,0.0001273417],"category_scores_gemma":[0.003624649,0.00006954163,0.0002420088,0.0008767524,0.0001902582,0.0006639739,0.000008112889,0.000333459,0.00001209115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001330458,"about_ca_system_score_gemma":0.0003626767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005884286,"about_ca_topic_score_gemma":0.000004387454,"domain_scores_codex":[0.9981607,0.0007901641,0.0004372156,0.00008767733,0.0003561926,0.0001680335],"domain_scores_gemma":[0.9964017,0.001553361,0.001044503,0.00008518928,0.0008042508,0.0001110069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009422345,0.0004624739,0.04893934,0.00006375663,0.0007123594,0.000006750308,0.404587,0.00001036244,0.0003736099,0.1221746,0.3246925,0.097035],"study_design_scores_gemma":[0.0003262196,0.0001599346,0.0008774545,0.00004877612,0.0000184192,0.000001174685,0.0393938,0.000001024525,0.00008120906,0.0033493,0.9556581,0.00008454292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3941324,0.003220331,0.01078374,0.07110004,0.005200212,0.0005569409,0.000001655504,0.00008957367,0.5149151],"genre_scores_gemma":[0.9914846,0.00002241545,0.004046416,0.001609795,0.001067938,0.000005013341,9.601703e-7,0.00001038016,0.001752514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6309656,"threshold_uncertainty_score":0.4339305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139459754231614,"score_gpt":0.429933530687309,"score_spread":0.2904737764556951,"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."}}