{"id":"W1655446317","doi":"","title":"Issues in Canadian Geoscience. The Canadian Federation of Earth Sciences / Fédération Canadienne des Sciences de la Terre: 2008 Highlights","year":2009,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Library science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006834191,0.0009486891,0.0006455683,0.01027305,0.01938337,0.01828217,0.003928563,0.006064295,0.02206364],"category_scores_gemma":[0.01607493,0.0007132195,0.0006823331,0.03212706,0.00831885,0.006528759,0.00443366,0.004494981,0.002572506],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1611269,"about_ca_system_score_gemma":0.4292186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947833,"about_ca_topic_score_gemma":0.9960076,"domain_scores_codex":[0.9894023,0.0005514972,0.0005458201,0.000765486,0.007017916,0.001716946],"domain_scores_gemma":[0.9810745,0.00169765,0.0007064388,0.0004869824,0.01338813,0.002646299],"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":[0.000009452779,0.00001177633,0.001491238,0.0005216245,0.000009922747,0.0001518091,0.002703105,0.0001236986,0.0001035071,0.06772491,0.8769344,0.05021465],"study_design_scores_gemma":[0.000001501314,0.000001463307,0.00232855,0.0002275311,0.000005241459,0.00003056673,0.001860642,0.0000242296,0.00002671043,0.001443744,0.9940366,0.00001327075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00382769,0.1918142,0.0009472675,0.5930374,0.01547613,0.00009844627,0.007779469,0.0002119867,0.1868074],"genre_scores_gemma":[0.1406052,0.3370999,0.009352769,0.1336886,0.007906741,0.0001862174,0.01535257,0.0004481651,0.3553598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.838873,"threshold_uncertainty_score":0.9729738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0169623491684681,"score_gpt":0.2428376267581754,"score_spread":0.2258752775897074,"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."}}