{"id":"W4239043704","doi":"10.24124/2014/bpgub1168","title":"Canada's abiltiy to develop and sustain a competitive advantage in the global wood pellet manufacturing industry","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competitive advantage; Industrial organization; Diamond model; Government (linguistics); Sustainability; Business; Renewable energy; Production (economics); Position (finance); Resource (disambiguation); Engineering; Economics; Marketing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002717086,0.0003771269,0.0003501234,0.0001279766,0.0001497278,0.0003411596,0.0004709027,0.0002565773,0.0001513019],"category_scores_gemma":[0.00009747557,0.0002973081,0.00003278995,0.00054594,0.00001940658,0.0002029398,0.000120601,0.0004809856,0.00003030923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002039326,"about_ca_system_score_gemma":0.0003858872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.427115,"about_ca_topic_score_gemma":0.9387008,"domain_scores_codex":[0.9983592,0.00003294462,0.0003071608,0.0004474973,0.000409426,0.0004437683],"domain_scores_gemma":[0.9993727,0.00007180545,0.0001475542,0.0002059417,0.0001743142,0.00002774826],"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":[0.0004438249,0.0002128391,0.1417916,0.002428546,0.0001582025,0.0007805179,0.0005097871,0.0001013689,0.00001219405,0.8305637,0.01074605,0.01225129],"study_design_scores_gemma":[0.0005301937,0.00001045778,0.5603541,0.0003848245,0.00005378201,0.000006888439,0.04549082,0.00001709744,0.00006200621,0.001465582,0.3909786,0.0006456267],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6742479,0.00004668746,0.00001740855,0.001879969,0.0003309487,0.0005408532,0.00002416264,0.00003297751,0.3228791],"genre_scores_gemma":[0.9907895,0.000004724075,0.00003705507,0.007031972,0.0003456158,0.00004846763,0.0003794075,0.00002210558,0.001341191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8290982,"threshold_uncertainty_score":0.9999479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006911037324196997,"score_gpt":0.2210540430490157,"score_spread":0.2141430057248188,"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."}}