{"id":"W2734429532","doi":"10.18814/epiiugs/2017/v40i2/017014","title":"Global developments in forensic geology","year":2017,"lang":"en","type":"article","venue":"Episodes","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Art; Art history; Archaeology; Cartography; History; Geography","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":[0.005727875,0.0006273142,0.0005026602,0.005995088,0.001510255,0.00585266,0.0008700544,0.002629964,0.02082143],"category_scores_gemma":[0.008756822,0.0003154014,0.0003682518,0.008250217,0.006204449,0.007028105,0.004942547,0.00230944,0.002018769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003445193,"about_ca_system_score_gemma":0.004977433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094255,"about_ca_topic_score_gemma":0.01799208,"domain_scores_codex":[0.9984056,0.00051987,0.0001130889,0.0003220176,0.0004396643,0.0001998263],"domain_scores_gemma":[0.9921678,0.003156055,0.001006221,0.0009277085,0.002168461,0.000573809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003770365,0.00003551502,0.01369981,0.0008739278,0.00003240555,0.000287116,0.003929123,0.000871062,0.000566275,0.2330841,0.1245658,0.6220172],"study_design_scores_gemma":[0.000002556136,0.0000255407,0.01624893,0.0009203322,0.00001050072,0.0005402744,0.004120097,0.0002736165,0.0002618663,0.04994971,0.927628,0.00001859677],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02008213,0.3545797,0.01223535,0.391008,0.004155426,0.00004633978,0.002586323,0.0004476433,0.2148591],"genre_scores_gemma":[0.4014005,0.4999851,0.03121527,0.01762629,0.01105578,0.00008106059,0.002561423,0.0003348215,0.03573982],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02082143,"threshold_uncertainty_score":0.06965458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100919801925134,"score_gpt":0.2498575009003363,"score_spread":0.2397655207078229,"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."}}