{"id":"W1997648537","doi":"10.1177/0095399707303635","title":"Public Agencies and Collaborative Management Approaches","year":2007,"lang":"en","type":"article","venue":"Administration & Society","topic":"Forest Management and Policy","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Resistance (ecology); Socialization; Public relations; Citizen journalism; Business; Perception; Participatory management; Forest management; Knowledge management; Political science; Psychology; Social psychology; Computer science; Forestry; Geography; 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":[0.01636516,0.0006221484,0.0004299589,0.003762158,0.008979996,0.01692633,0.002996862,0.004002313,0.02151995],"category_scores_gemma":[0.02217546,0.000403281,0.0005912176,0.004221587,0.01654784,0.009890421,0.01141383,0.002742197,0.001845429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008347249,"about_ca_system_score_gemma":0.0115592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003367152,"about_ca_topic_score_gemma":0.004198877,"domain_scores_codex":[0.9697049,0.01934765,0.0007950331,0.00335452,0.004600362,0.002197493],"domain_scores_gemma":[0.980388,0.0090934,0.002450645,0.004044704,0.001700621,0.002322542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000138027,0.0001488642,0.001101257,0.0001154694,0.00002289573,0.0001367175,0.01330129,0.0009141659,0.00008274824,0.9382787,0.004241211,0.04164294],"study_design_scores_gemma":[0.00007910263,0.00009256487,0.001372023,0.0002788339,0.00002849756,0.0002453565,0.02769132,0.003495363,0.0001550797,0.575106,0.3914317,0.0000241963],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04363718,0.00271736,0.1029012,0.02790808,0.0005919729,0.0007070104,0.00006971019,0.0003062303,0.8211613],"genre_scores_gemma":[0.9077032,0.001423247,0.02442316,0.001123274,0.000309303,0.0008989817,0.00006771218,0.00006821605,0.06398307],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02151995,"threshold_uncertainty_score":0.08654827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05533187599646153,"score_gpt":0.2559576084016199,"score_spread":0.2006257324051584,"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."}}