{"id":"W2965390430","doi":"10.1130/abs/2019am-339529","title":"COMMUNITY ENGAGEMENT THROUGH K-16 PLACE-BASED CITIZEN SCIENCE RESEARCH PROJECTS FOR CANADIAN CORDILLERA ARRAY AND EON-ROSE","year":2019,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Rose (mathematics); Citizen science; Community engagement; Public engagement; Political science; Media studies; Remote sensing; Computer science; Geography; Sociology; Public relations; Physics; Astronomy","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":[0.005805627,0.0003190545,0.0003326576,0.000879898,0.01371427,0.004004943,0.001306616,0.001182382,0.01224508],"category_scores_gemma":[0.008465732,0.000288596,0.0003275431,0.00157142,0.002281996,0.00143106,0.008118045,0.001510805,0.001168192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02479524,"about_ca_system_score_gemma":0.1143273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8984841,"about_ca_topic_score_gemma":0.9811736,"domain_scores_codex":[0.9964644,0.0009896489,0.0000578639,0.0004146011,0.0006120101,0.001461481],"domain_scores_gemma":[0.9916522,0.001178574,0.0002960331,0.0005905048,0.002181225,0.004101505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002010521,0.002154953,0.1382994,0.0006637497,0.0001117316,0.001009554,0.2954487,0.00116509,0.007819746,0.01259717,0.1303621,0.4083572],"study_design_scores_gemma":[0.0003211483,0.0006132624,0.2476627,0.0004309411,0.00006785888,0.00008540023,0.4201717,0.001347942,0.001893366,0.002650047,0.3246236,0.000132028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8760794,0.0002030165,0.001326364,0.01035712,0.0001742235,0.001888383,0.002684278,0.0001946429,0.1070925],"genre_scores_gemma":[0.9355621,0.000188088,0.005487319,0.001535248,0.00002136793,0.001600571,0.001193314,0.00005781358,0.05435416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015159,"threshold_uncertainty_score":0.2042274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.115716159762954,"score_gpt":0.3033513247473306,"score_spread":0.1876351649843766,"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."}}