{"id":"W2170814272","doi":"10.1139/x07-027","title":"Overview of the Canadian value-added wood products sector and the competitive factors that contribute to its success","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Wood industry; Position (finance); Manufacturing sector; Value (mathematics); Marketing; Sample (material); Competitive advantage; Economics; Forestry; Finance; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003744064,0.0001270217,0.0002185407,0.0003516639,0.0006211328,0.0001339889,0.0009457713,0.00005982106,0.0007981429],"category_scores_gemma":[0.0009061544,0.00007156239,0.00007513013,0.001002178,0.0009653384,0.0001853137,0.0001258553,0.0004695121,0.00005094857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00068196,"about_ca_system_score_gemma":0.0009074192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7410882,"about_ca_topic_score_gemma":0.9929299,"domain_scores_codex":[0.9977092,0.0002833184,0.0002713886,0.0001594318,0.0007586365,0.0008180733],"domain_scores_gemma":[0.9980165,0.0002938711,0.000128241,0.0002866825,0.0001686615,0.001106045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006170064,0.000009571818,0.9446549,0.00003565914,0.00005270406,0.00005931157,0.002643951,0.0001238842,0.0000386708,0.03347537,0.01845898,0.0003853094],"study_design_scores_gemma":[0.0005209802,0.00008818621,0.8942591,0.00008489502,0.00001430848,0.00001308655,0.0002074103,0.00001346313,0.0005716775,0.0004952474,0.1036439,0.00008778115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703132,0.0005055564,0.000001179551,0.01086407,0.0002086316,0.0006758158,0.00004971589,0.000001353934,0.01738051],"genre_scores_gemma":[0.9978505,0.00003815707,0.00001293058,0.0004029958,0.00009158177,0.000002807215,0.000001700447,0.00001246255,0.00158683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2518417,"threshold_uncertainty_score":0.8739105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07306036529854601,"score_gpt":0.3197009361703486,"score_spread":0.2466405708718026,"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."}}