{"id":"W4392052262","doi":"10.4039/tce.2024.2","title":"Nunavik Sentinels: documenting northern insect biodiversity and supporting Indigenous youth leadership through participatory research and education","year":2024,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Espace pour la vie","funders":"","keywords":"Indigenous; Biodiversity; Citizen journalism; Participatory action research; Geography; Political science; Environmental resource management; Environmental planning; Ecology; Sociology; Biology; Anthropology; Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01287623,0.0003251735,0.0002409875,0.0008419196,0.01066268,0.002224643,0.001687461,0.0005573656,0.005863523],"category_scores_gemma":[0.006915113,0.0003042285,0.0002638821,0.0007002598,0.004245013,0.0008970406,0.005972217,0.001339248,0.0004311841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01594366,"about_ca_system_score_gemma":0.07793678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6483068,"about_ca_topic_score_gemma":0.9123603,"domain_scores_codex":[0.9935824,0.003888005,0.00009342354,0.0004225303,0.0007398401,0.001273727],"domain_scores_gemma":[0.9896026,0.002274723,0.0005803561,0.0006186443,0.00201463,0.004908924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003625863,0.001304102,0.1138414,0.0009527176,0.0000655277,0.001084365,0.5270484,0.0009546388,0.009847678,0.01206376,0.06162754,0.2708472],"study_design_scores_gemma":[0.0001615955,0.000709722,0.1136179,0.0009920498,0.00005561953,0.000249629,0.5807809,0.001438657,0.002618094,0.005425812,0.2938163,0.0001338363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.862903,0.001385457,0.01395244,0.02198011,0.0003794246,0.005022824,0.001290354,0.0003147632,0.09277164],"genre_scores_gemma":[0.9581795,0.0006006269,0.02205737,0.001623041,0.00003705444,0.002025708,0.0002838291,0.00004794277,0.01514498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3516932,"threshold_uncertainty_score":0.7075287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4203174086126704,"score_gpt":0.4133644864035019,"score_spread":0.006952922209168433,"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."}}