{"id":"W2129002247","doi":"10.1144/sp305.1","title":"Communicating environmental geoscience: introduction","year":2008,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Newfoundland and Labrador","funders":"","keywords":"Earth science; Astrobiology; Geology; Environmental science; Computer science; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00293303,0.001094586,0.0005137645,0.002309531,0.002048477,0.009289005,0.0008499411,0.004184562,0.06675494],"category_scores_gemma":[0.01026796,0.0003133842,0.0004564534,0.002310908,0.001920579,0.005381343,0.003543975,0.003367204,0.02123227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002400626,"about_ca_system_score_gemma":0.002825505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002363943,"about_ca_topic_score_gemma":0.001656771,"domain_scores_codex":[0.9979897,0.0006456705,0.0001582686,0.0002357048,0.0007758771,0.0001948081],"domain_scores_gemma":[0.9936785,0.002377899,0.0003300874,0.0002914279,0.002694173,0.0006278551],"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":[0.00002713224,0.00002301021,0.000172047,0.0004932936,0.000005478372,0.00007603439,0.0007557176,0.0001727483,0.0002838905,0.01695646,0.9394343,0.04159997],"study_design_scores_gemma":[0.000003935977,0.00001569038,0.0003435105,0.0004139405,0.000002788251,0.0000401593,0.0004312108,0.00003576454,0.0001226328,0.002298748,0.9962832,0.000008440781],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002283084,0.04657557,0.004968007,0.2734408,0.3197257,0.0002041632,0.002349506,0.0005453841,0.3499079],"genre_scores_gemma":[0.07630957,0.1297765,0.006094553,0.0970974,0.2589613,0.0006198799,0.004494193,0.001103619,0.4255429],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06675494,"threshold_uncertainty_score":0.2233175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276602996315376,"score_gpt":0.2151584893300195,"score_spread":0.1874981896984819,"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."}}