{"id":"W1505350108","doi":"","title":"What I learned in Attawapiskat: An Earth Science Outreach Adventure","year":2012,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Outreach; Multitude; Public relations; Exhibition; Government (linguistics); Political science; Work (physics); Sociology; Engineering; Geography; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002775169,0.0009913514,0.0007250327,0.001017054,0.0390653,0.01375124,0.002670045,0.004723341,0.01468228],"category_scores_gemma":[0.003781396,0.0006508448,0.0009599421,0.001156684,0.009902144,0.005954365,0.01037198,0.01519789,0.00599654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01910929,"about_ca_system_score_gemma":0.0492099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4420152,"about_ca_topic_score_gemma":0.8296087,"domain_scores_codex":[0.9967251,0.0006572603,0.00006194344,0.0003435461,0.0008712501,0.001340893],"domain_scores_gemma":[0.9890682,0.0002490107,0.0001266127,0.0001247473,0.001103121,0.009328218],"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":[0.0001123261,0.0006622901,0.005472005,0.0005263191,0.00002715042,0.005923687,0.1683139,0.0001416353,0.002162536,0.008039213,0.7466991,0.06191988],"study_design_scores_gemma":[0.00000887066,0.00009449062,0.003308805,0.000312215,0.00001266924,0.001091346,0.1041095,0.00005322269,0.0003531502,0.0009448265,0.889649,0.00006192958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1071189,0.01603176,0.004043826,0.5142019,0.06011967,0.0006675753,0.001427467,0.001111493,0.2952775],"genre_scores_gemma":[0.2109683,0.01388143,0.01079206,0.1441914,0.004347769,0.000322971,0.001108714,0.001215285,0.6131721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5579848,"threshold_uncertainty_score":0.8788847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779750821488159,"score_gpt":0.2411938952753455,"score_spread":0.2233963870604639,"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."}}