{"id":"W2966035451","doi":"10.5465/ambpp.2019.15122abstract","title":"Strategy Teaching With Hybrid Problem Based Learning Method","year":2019,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Set (abstract data type); Knowledge management; Management science; Mathematics education; Engineering ethics; Engineering; Psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002271924,0.0003130818,0.0003156046,0.0006598506,0.0001922597,0.0003169313,0.000517687,0.00006785288,0.0003625741],"category_scores_gemma":[0.0000352742,0.0002802948,0.00008209024,0.0005079123,0.00003496782,0.001774849,0.000264022,0.0004790395,0.000161323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003811155,"about_ca_system_score_gemma":0.000007520429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000504027,"about_ca_topic_score_gemma":4.160406e-7,"domain_scores_codex":[0.9979025,0.00001342122,0.0004216542,0.0006066259,0.0005931244,0.0004626605],"domain_scores_gemma":[0.9990959,0.00004441656,0.0006473351,0.0001000457,0.00009213409,0.00002021238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004918748,0.0004066694,0.1004171,0.01214721,0.0004145566,0.000003964292,0.0001274104,0.00302293,0.001231721,0.6731765,0.05609193,0.1524682],"study_design_scores_gemma":[0.002564396,0.0001219748,0.03597865,0.0009644647,0.0005291909,0.000002522936,0.001865982,0.02716836,0.0004986387,0.006890676,0.9223988,0.001016321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3190458,0.00002445431,0.002434313,0.002741155,0.00009109043,0.001517592,3.530779e-7,0.0004345379,0.6737107],"genre_scores_gemma":[0.9644969,0.000008439762,0.02178385,0.001616397,0.00030189,0.00008750144,0.0000211424,0.00006666574,0.01161728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8663069,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01147787226780293,"score_gpt":0.2499837537557642,"score_spread":0.2385058814879613,"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."}}