{"id":"W2994860506","doi":"","title":"Collaborative Planetary Science Outreach Strategies: A Canadian Perspective","year":2011,"lang":"en","type":"article","venue":"Lunar and Planetary Science Conference","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Outreach; Astrobiology; Computer science; Political science; Artificial intelligence; Physics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006824666,0.000257374,0.0002313455,0.0004052853,0.001092789,0.0005875106,0.000928455,0.00004345123,0.001156364],"category_scores_gemma":[0.00002352643,0.0002173251,0.00002570392,0.001371459,0.003212319,0.002064029,0.00007899461,0.0002357459,0.000123915],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006639484,"about_ca_system_score_gemma":0.006478779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3612352,"about_ca_topic_score_gemma":0.03702551,"domain_scores_codex":[0.9975454,0.00003883929,0.0002004816,0.0008133523,0.000498432,0.0009035252],"domain_scores_gemma":[0.9983539,0.00003984703,0.00008897229,0.0003387263,0.0003252638,0.0008533156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001320224,0.0001119623,0.3283558,0.000009975505,0.00004733972,0.00008413874,0.05039587,0.0000976453,0.005116491,0.6091618,0.0006700207,0.005816956],"study_design_scores_gemma":[0.001238164,0.001023237,0.5987403,0.0001313592,0.00008669555,0.00006281069,0.2896758,0.009581243,0.005029574,0.08909524,0.003311875,0.002023675],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5978631,0.0001160062,0.0001726189,0.0003051294,0.0005243348,0.0003524957,0.000282327,0.00003885203,0.4003451],"genre_scores_gemma":[0.9988923,0.00001283849,0.0006671843,0.0001294578,0.0001114253,0.000007576001,0.00003452963,0.000005161486,0.0001395279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5200666,"threshold_uncertainty_score":0.9997567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120269911750372,"score_gpt":0.245769524763136,"score_spread":0.2245668256456323,"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."}}