{"id":"W4400201729","doi":"10.31025/2611-4135/2024.19387","title":"GRASSROOTS INNOVATIONS FROM YOUTH","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; Sociology; Criminology; Law; Politics","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":[0.001790465,0.0001640122,0.000173748,0.0009115756,0.003314429,0.003652159,0.0003155906,0.0007210195,0.007226077],"category_scores_gemma":[0.002451021,0.00007862705,0.0001216884,0.0009477432,0.001543166,0.001188619,0.002675414,0.0009868202,0.0005259805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663794,"about_ca_system_score_gemma":0.004498711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01202395,"about_ca_topic_score_gemma":0.05246472,"domain_scores_codex":[0.9992166,0.0002188335,0.00001877046,0.00006127609,0.0001545281,0.0003299857],"domain_scores_gemma":[0.9981744,0.0005860478,0.0001697547,0.00008052769,0.0002094025,0.0007797225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003116992,0.0006732728,0.1425633,0.0002301442,0.00002300055,0.001858776,0.4973803,0.0001338901,0.00232702,0.1035285,0.02070785,0.2302624],"study_design_scores_gemma":[0.00004872829,0.0004185368,0.1756016,0.0005225642,0.00003574083,0.0006003447,0.4682362,0.0003219535,0.002736575,0.01024976,0.3412014,0.00002648993],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356934,0.0007378614,0.0001351328,0.003637099,0.0000887317,0.00002903639,0.00009347488,0.000008879108,0.05957643],"genre_scores_gemma":[0.9757771,0.0006382355,0.0001712103,0.0006175222,0.00002656886,0.00002192346,0.00005211584,0.000007617952,0.02268761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01202395,"threshold_uncertainty_score":0.02417362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02688522403947835,"score_gpt":0.2262470933916796,"score_spread":0.1993618693522013,"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."}}