{"id":"W2064725010","doi":"10.3828/idpr.2013.22","title":"The practical skill of theory","year":2013,"lang":"en","type":"article","venue":"International Development Planning Review","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interdependence; Closing (real estate); Perspective (graphical); Epistemology; Perception; Practice theory; Sociology; Psychology; Computer science; Artificial intelligence; Political science; Social science; Philosophy; Law","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":[0.04355356,0.001252856,0.001807361,0.003238697,0.004488862,0.01226647,0.004330077,0.006589638,0.01193371],"category_scores_gemma":[0.06529224,0.0007128076,0.001155624,0.001963387,0.04888699,0.01671791,0.008750288,0.01584633,0.005921122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006140178,"about_ca_system_score_gemma":0.01179094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002634411,"about_ca_topic_score_gemma":0.001365302,"domain_scores_codex":[0.9639675,0.02430108,0.001450378,0.003145756,0.005989418,0.001145864],"domain_scores_gemma":[0.9146206,0.06186438,0.002754432,0.01294236,0.005571774,0.002246375],"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":[0.000007624845,0.00002778497,0.0001836852,0.0002487928,0.00001550449,0.00005806712,0.002316615,0.0004961631,0.00007410956,0.9687518,0.01674555,0.01107413],"study_design_scores_gemma":[0.00001229238,0.00002052845,0.00008024804,0.0003707751,0.00000573126,0.00009842543,0.001221442,0.0007975309,0.0001150509,0.903487,0.09377926,0.00001162766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005455483,0.01447262,0.2746509,0.4113776,0.006307557,0.0003564635,0.0002075055,0.0005179502,0.2866539],"genre_scores_gemma":[0.6069221,0.0219219,0.2321363,0.07811907,0.0126136,0.00183424,0.0005769964,0.0005343269,0.04534149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04355356,"threshold_uncertainty_score":0.230336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406561503529763,"score_gpt":0.2809357687622954,"score_spread":0.2568701537269977,"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."}}