{"id":"W7130783692","doi":"","title":"Collaborative governance: contributions to a multifaceted field of research","year":2021,"lang":"en","type":"article","venue":"Teesside University Research Portal (Teesside University)","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Field (mathematics); Corporate governance; Focus (optics); Citizen journalism; Quarter (Canadian coin)","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004253007,0.0001837899,0.0003951903,0.001399712,0.003160162,0.0001769707,0.001370569,0.0003696883,0.003201485],"category_scores_gemma":[0.01107794,0.0002323152,0.000161394,0.01208949,0.002025813,0.0009400788,0.0009664497,0.001373478,0.0001501601],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000953913,"about_ca_system_score_gemma":0.01249632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01120429,"about_ca_topic_score_gemma":0.025219,"domain_scores_codex":[0.9910495,0.003789704,0.0002796883,0.00072671,0.002654552,0.001499887],"domain_scores_gemma":[0.9862721,0.002941494,0.0001405991,0.0006401308,0.008842121,0.001163574],"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":[0.0004243672,0.0004201133,0.001968665,0.00003671177,0.0001111797,0.003043906,0.005677591,0.00002074943,0.004862035,0.9053634,0.07742387,0.0006473887],"study_design_scores_gemma":[0.001418617,0.0002939214,0.003023544,0.0002007506,0.00001908461,0.000005709477,0.1707034,0.00003397848,0.01598963,0.001920278,0.8060617,0.0003293831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1775259,0.00008616815,0.0003826046,0.03387048,0.0001497542,0.001027433,0.001082947,0.000142726,0.785732],"genre_scores_gemma":[0.8686468,0.0004570192,0.0004237277,0.00007731566,0.0001338788,0.000001450672,0.00004306624,0.000012337,0.1302044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9034432,"threshold_uncertainty_score":0.9981376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06249483613361233,"score_gpt":0.456452729094536,"score_spread":0.3939578929609237,"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."}}