{"id":"W4386036749","doi":"10.14214/df.340","title":"On the reconfiguring value creation logic and networks of the forest sector in a changing business environment","year":2023,"lang":"en","type":"article","venue":"Dissertationes Forestales","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Service-dominant logic; Sustainability; Value (mathematics); Business; Business model; Value creation; Value network; Business logic; Knowledge management; Service (business); Environmental resource management; Industrial organization; Marketing; Economics; Computer science; Ecology","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":[0.006522106,0.0002917111,0.0002118171,0.002028602,0.006978373,0.01310632,0.001266387,0.001601555,0.005060815],"category_scores_gemma":[0.007178187,0.0003347394,0.0003908162,0.002042778,0.02595564,0.01644821,0.005075737,0.002274347,0.0006306132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009005471,"about_ca_system_score_gemma":0.005594573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004892309,"about_ca_topic_score_gemma":0.007817675,"domain_scores_codex":[0.9946432,0.003715297,0.00009377139,0.000443499,0.0006393437,0.0004648637],"domain_scores_gemma":[0.9923533,0.005083901,0.0008415131,0.0005483653,0.0006756133,0.0004972779],"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":[0.00005939825,0.00006806893,0.007692943,0.0001598089,0.00001167568,0.00108264,0.207863,0.001385355,0.001729326,0.7439178,0.001683654,0.03434625],"study_design_scores_gemma":[0.00002420789,0.0001084651,0.009460402,0.0007889632,0.00003446059,0.001042769,0.3827387,0.005233985,0.002248529,0.4427556,0.1554877,0.0000761076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5167875,0.001985724,0.0633667,0.02221813,0.0001350798,0.0003231067,0.0001062331,0.0000882481,0.3949893],"genre_scores_gemma":[0.9832656,0.0008322001,0.009083561,0.0005122564,0.00001451869,0.00007414096,0.00003787661,0.00002506195,0.006154838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310632,"threshold_uncertainty_score":0.06533957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240891272888049,"score_gpt":0.1976346825666367,"score_spread":0.1852257698377562,"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."}}