{"id":"W4405849086","doi":"10.31025/2611-4135/2024.19449","title":"GRASSROOTS INNOVATIONS","year":2024,"lang":"en","type":"article","venue":"Detritus","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Grassroots; Political science; Politics; Law","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":[0.001569442,0.0003489714,0.000195444,0.001138828,0.001873723,0.004635124,0.0007414271,0.00159223,0.04993968],"category_scores_gemma":[0.002567916,0.00008609822,0.0002255658,0.001339987,0.00226123,0.001984927,0.003270975,0.001507293,0.00777035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356566,"about_ca_system_score_gemma":0.003576963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002073939,"about_ca_topic_score_gemma":0.006470726,"domain_scores_codex":[0.9984561,0.000276503,0.00003605665,0.0002378845,0.0006881571,0.0003052595],"domain_scores_gemma":[0.9983671,0.0003394284,0.0001140323,0.0003286601,0.0003292725,0.0005214865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003612915,0.0001485247,0.002641784,0.000243824,0.00001340439,0.0002971085,0.004137314,0.0001965373,0.002778098,0.5654794,0.06176213,0.3622658],"study_design_scores_gemma":[0.00001210974,0.0000538753,0.004265494,0.0001763465,0.000007010389,0.0001643857,0.002279815,0.0002277523,0.0006486513,0.05664204,0.9355142,0.00000828435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02675906,0.001777414,0.002833638,0.01121051,0.001224253,0.00006653777,0.0001122907,0.0001812665,0.9558352],"genre_scores_gemma":[0.4093075,0.002997171,0.006264915,0.005919113,0.0009666461,0.00009425978,0.0002191641,0.00008628967,0.5741449],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04993968,"threshold_uncertainty_score":0.1670648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879943206420225,"score_gpt":0.2349899882964412,"score_spread":0.216190556232239,"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."}}