{"id":"W1555871099","doi":"","title":"Communicating Earth Science to the Public: Report on a Special Session at GeoCanada 2010","year":2010,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Government of Newfoundland and Labrador","funders":"","keywords":"Session (web analytics); Earth (classical element); Astrobiology; Computer science; World Wide Web; Biology; Astronomy; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001797928,0.000145068,0.0001500081,0.0001032709,0.002672401,0.0002319541,0.00175249,0.00004201061,0.002330824],"category_scores_gemma":[0.001330348,0.00008583495,0.00003988283,0.001388338,0.00048888,0.0001896664,0.000162961,0.0004219937,0.000111085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003102757,"about_ca_system_score_gemma":0.001977799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9047797,"about_ca_topic_score_gemma":0.9986439,"domain_scores_codex":[0.9970711,0.00005509294,0.0002626993,0.0005644703,0.001300436,0.0007461912],"domain_scores_gemma":[0.9979783,0.000171598,0.0001243542,0.0009828942,0.0001569116,0.0005859042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003282533,0.00005212524,0.598558,0.000007222619,0.00001277933,0.0005278408,0.0003601012,0.04677833,0.001795222,0.00086715,0.09711777,0.2538906],"study_design_scores_gemma":[0.00006292194,0.0000622042,0.3110116,0.000009677415,0.000005583404,0.0001142566,0.0001856986,0.05262752,0.0001809549,0.00008096312,0.6353868,0.0002718336],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9598982,0.00001623346,0.00008096289,0.02145083,0.002684939,0.0001194034,0.00004475996,0.00002238296,0.01568224],"genre_scores_gemma":[0.9914129,0.000003570922,0.001002698,0.003448507,0.0003923564,0.000001834902,0.00001772769,0.000001826042,0.003718588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.538269,"threshold_uncertainty_score":0.998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090251150823937,"score_gpt":0.2196455381543911,"score_spread":0.1987430266461518,"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."}}