{"id":"W7035702088","doi":"","title":"Access to Environmental Justice: A Manitoba Toolkit for Improving Public Participation; Final Project Report, February 2021","year":2021,"lang":"en","type":"report","venue":"WinnSpace (University of Winnipeg)","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public access; Foundation (evidence); Government (linguistics); Work (physics); Public policy","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":[],"consensus_categories":[],"category_scores_codex":[0.0004171183,0.0003302436,0.0006271434,0.00006543283,0.0007683932,0.000124337,0.0005970812,0.000325489,0.0006040156],"category_scores_gemma":[0.0002018652,0.0001993625,0.0004291697,0.0005138225,0.0001391075,0.0003723836,0.0008399818,0.0002664778,0.00001188475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003275046,"about_ca_system_score_gemma":0.0003461575,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01133079,"about_ca_topic_score_gemma":0.03121908,"domain_scores_codex":[0.9975972,0.00006892563,0.0003090022,0.0008232614,0.0006619359,0.0005396609],"domain_scores_gemma":[0.9985439,0.0001395699,0.0005976227,0.000207976,0.0003342333,0.000176746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00029751,0.0008927651,0.03308205,0.001283449,0.0007094249,0.001247682,0.0008692336,0.00001741102,0.006551508,0.0000245711,0.5634317,0.3915927],"study_design_scores_gemma":[0.000282178,0.0004216676,0.3187186,0.0001393135,0.000511134,0.00008231923,0.01181679,0.0000385433,0.0000308455,0.00000867597,0.6673835,0.0005665048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609395,0.001696344,0.0003372164,0.01708086,0.005766519,0.00278206,0.00187621,0.000108369,0.009412975],"genre_scores_gemma":[0.8673626,0.00398675,0.004908587,0.0005196186,0.01662599,0.00008213451,0.006516573,0.00003447689,0.09996331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3910262,"threshold_uncertainty_score":0.9952528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09336464662330898,"score_gpt":0.282436299337505,"score_spread":0.189071652714196,"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."}}