{"id":"W7095384439","doi":"","title":"OUTREACH Geoscape: Lessons Learned from 15 Years of","year":2016,"lang":"en","type":"article","venue":"","topic":"Legal and Constitutional Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Geological survey; Climate change; Term (time)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0194557,0.0005079449,0.0005173637,0.001253579,0.006007466,0.009324009,0.003071938,0.004105778,0.02494418],"category_scores_gemma":[0.02549615,0.0003386791,0.0003931794,0.002137675,0.005512386,0.01511266,0.008466257,0.007691846,0.00502384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00805305,"about_ca_system_score_gemma":0.02489325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04361793,"about_ca_topic_score_gemma":0.1158566,"domain_scores_codex":[0.9952711,0.002314314,0.0001481855,0.0003328811,0.0010162,0.0009172981],"domain_scores_gemma":[0.9761252,0.009422124,0.0003992197,0.001102829,0.004263881,0.008686734],"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":[0.00005231845,0.0002652345,0.001502436,0.0003916713,0.000007598352,0.0002466323,0.01315331,0.0002658672,0.00005913611,0.04960025,0.6442766,0.290179],"study_design_scores_gemma":[0.00001710096,0.00004466741,0.001503797,0.001238451,0.000004365294,0.0001105026,0.01701959,0.0001206973,0.0001135129,0.0240823,0.9557191,0.00002588016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01972219,0.05746523,0.008228797,0.7381408,0.009855876,0.0001573705,0.0009028406,0.0007756269,0.1647512],"genre_scores_gemma":[0.3786702,0.1363281,0.0346127,0.1642641,0.005372134,0.0008401195,0.003517716,0.001895349,0.2744997],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9750558,"threshold_uncertainty_score":0.1028928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08637819811235493,"score_gpt":0.241869960040386,"score_spread":0.155491761928031,"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."}}