{"id":"W4283837675","doi":"10.5465/ambpp.2022.17115abstract","title":"Community Involvement In The Hybrid Organization: A Study Of Community Forest Enterprises in Canada","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Empowerment; Context (archaeology); Sustainability; Public relations; Plural; Indigenous; Sociology; Local community; Citizen journalism; Business; Political science; Environmental resource management; Ecology; Economics; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001670532,0.0001341578,0.0001850239,0.0001505781,0.0003339561,0.00001354264,0.001650027,0.00001184569,0.0004433629],"category_scores_gemma":[0.00002908224,0.0001224189,0.00001840823,0.001218553,0.00007934032,0.0001968748,0.002466365,0.0006632113,0.000003872246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000504376,"about_ca_system_score_gemma":0.00001177448,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.765485,"about_ca_topic_score_gemma":0.41013,"domain_scores_codex":[0.9982737,0.0002416676,0.0004485031,0.0001208415,0.0006856714,0.0002295611],"domain_scores_gemma":[0.9994451,0.00005940707,0.0002925339,0.0001726709,0.000005846943,0.00002444893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002612878,0.001083361,0.9518929,0.0001117073,0.00002366263,0.000002153882,0.01542022,0.001611942,0.000009137691,0.0005692458,0.02869088,0.0005586689],"study_design_scores_gemma":[0.0008082026,0.0002287682,0.9167774,0.0000155902,0.0000251417,8.563476e-7,0.07523295,0.0001263943,0.0000343253,0.0005118775,0.00612474,0.0001137157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888312,0.000007192464,6.621524e-7,0.0008187634,0.00001918368,0.0009995979,0.000004093466,0.000008644865,0.009310686],"genre_scores_gemma":[0.998359,0.00001853514,0.00001465189,0.001277338,0.00000453787,0.0001174818,0.000007873419,0.00001100344,0.0001895799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3553551,"threshold_uncertainty_score":0.6006336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02271421749477771,"score_gpt":0.2361824000170946,"score_spread":0.2134681825223169,"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."}}