{"id":"W638435","doi":"10.1002/bjs.1800650318","title":"Strategic analysis of a segment of the Canadian operation of a large multinational corporation","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Insurance and Financial Risk Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Revenue; Status quo; Market share; Market segmentation; Marketing; Product (mathematics); Finance; Industrial organization; Economics; Market economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003688835,0.0001185012,0.0004782324,0.000786119,0.00008003877,0.00001574204,0.0001806982,0.0001565473,0.0003469339],"category_scores_gemma":[0.00002539739,0.0001126669,0.0002565925,0.000829832,0.00002218574,0.00008542711,0.000009630761,0.00008246725,0.000007754841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229372,"about_ca_system_score_gemma":0.0003416867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1779546,"about_ca_topic_score_gemma":0.8118877,"domain_scores_codex":[0.9986762,0.00000992664,0.000892328,0.0002027411,0.0000959247,0.0001228109],"domain_scores_gemma":[0.9982982,0.000008114018,0.001231001,0.0002310603,0.0002076407,0.00002397943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001436113,0.0001145062,0.02200183,0.000120885,0.0004072016,1.935391e-7,0.0008044085,0.008688696,0.00003600116,0.9676653,0.00002434899,0.0001222791],"study_design_scores_gemma":[0.0006677521,0.00007401501,0.9630787,0.00007423623,0.0003397762,5.143773e-8,0.000813895,0.01341042,0.001472579,0.01935945,0.0004569043,0.0002522074],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8959794,0.0003986675,0.000877728,0.000083644,0.0005013688,0.0007030018,0.001746772,0.000004697685,0.09970471],"genre_scores_gemma":[0.9960144,0.00006624385,0.0001919041,0.0000291296,0.00001304969,0.00002128348,0.001664592,0.000008943234,0.001990438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9483058,"threshold_uncertainty_score":0.8275195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422635050872261,"score_gpt":0.2368754723758339,"score_spread":0.2126491218671113,"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."}}