{"id":"W2553765903","doi":"10.5130/pmrp.v3i0.5127","title":"Idiosyncratic musings on studying cases","year":2016,"lang":"en","type":"article","venue":"Project Management Research and Practice","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Ambiguity; Knight; Glocalization; Volatility (finance); Action (physics); Value creation; Context (archaeology); Reflexivity; Value (mathematics); Economics; Management; Epistemology; Sociology; Computer science; Knowledge management; Social science; Financial economics; Philosophy; History; Market economy","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":[0.007921928,0.0011194,0.0007149384,0.007888271,0.007731586,0.008525717,0.002316794,0.002742984,0.02235448],"category_scores_gemma":[0.03112979,0.0005537199,0.0007659529,0.00781393,0.01583926,0.01300928,0.009678832,0.002512156,0.002745817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005267232,"about_ca_system_score_gemma":0.001438909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002475371,"about_ca_topic_score_gemma":0.00570873,"domain_scores_codex":[0.9838277,0.0114429,0.0008126398,0.001500792,0.001741707,0.0006742298],"domain_scores_gemma":[0.9791875,0.01434093,0.001623156,0.002976157,0.001305893,0.0005665183],"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":[0.00005946836,0.00004166069,0.002302471,0.0004080945,0.00003686257,0.001495468,0.1740118,0.0004763162,0.0006176143,0.7486928,0.02451439,0.04734307],"study_design_scores_gemma":[0.00001533356,0.00003271527,0.001777633,0.001001233,0.00002686605,0.001449693,0.1079412,0.001073997,0.0006418116,0.304212,0.5817957,0.00003185818],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1010218,0.007295937,0.1147298,0.01844862,0.001995624,0.0007344928,0.001297119,0.0004476218,0.754029],"genre_scores_gemma":[0.8412696,0.005488375,0.0632842,0.002827963,0.0008666438,0.001371506,0.001888192,0.000547602,0.08245588],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02235448,"threshold_uncertainty_score":0.07478321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6732801698070986,"score_gpt":0.5822170525198489,"score_spread":0.0910631172872497,"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."}}