{"id":"W7029772879","doi":"","title":"Long term monitoring of Grand Ravines Park restoration: An authentic research opportunity for Jenison High School students and beyond","year":2023,"lang":"en","type":"article","venue":"Language arts journal of Michigan","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreation; National park; Biodiversity; Data collection; Field research; Work (physics); Ravine; Protected area","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":[0.001818261,0.00007214714,0.0002087233,0.0001328629,0.00069235,0.00003645814,0.000246438,0.00005178852,0.00001850553],"category_scores_gemma":[0.000657511,0.00005376332,0.00004998291,0.0002393414,0.000361971,0.0002509403,0.00007537545,0.0001776101,0.000002149478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003160843,"about_ca_system_score_gemma":0.0000690481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001903035,"about_ca_topic_score_gemma":0.002047885,"domain_scores_codex":[0.9986078,0.0002514109,0.0002792203,0.0001120399,0.0005131921,0.0002364065],"domain_scores_gemma":[0.9990026,0.000203443,0.0001595614,0.000083664,0.0003147191,0.0002360417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000261941,0.000191419,0.4852511,0.00008524958,0.0001439247,0.0001991748,0.4898949,0.000002647711,0.01048244,0.0007934199,0.001106863,0.01158688],"study_design_scores_gemma":[0.001590981,0.0009823649,0.7814347,0.0001987859,0.00009362448,0.00001809881,0.2037479,0.000002469464,0.002006062,0.00591334,0.003774088,0.0002376281],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969873,0.001029034,0.000008994145,0.001267029,0.0004089414,0.0001536483,0.000004629901,0.00001451763,0.0001258566],"genre_scores_gemma":[0.9964652,0.0003778806,0.0002326623,0.00001865791,0.0006860449,0.000005762707,0.000003104713,0.00000618643,0.002204469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2961836,"threshold_uncertainty_score":0.5325066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112088770913342,"score_gpt":0.42797430654702,"score_spread":0.3167654294556859,"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."}}