{"id":"W1531120881","doi":"","title":"Geoscientists and Rodney Dangerfield: Neither gets any respect","year":2012,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008705342,0.0006685262,0.0009639647,0.002227923,0.00982464,0.01323331,0.002354359,0.01889348,0.02245725],"category_scores_gemma":[0.05234388,0.0005602428,0.0004827821,0.002035295,0.01565894,0.01152975,0.005559889,0.02459685,0.009568754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008036551,"about_ca_system_score_gemma":0.02813105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1306955,"about_ca_topic_score_gemma":0.2545418,"domain_scores_codex":[0.9903261,0.001740517,0.0004576915,0.001135439,0.005235368,0.001104837],"domain_scores_gemma":[0.9466463,0.009928679,0.001711039,0.002068457,0.02268964,0.01695581],"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":[0.00001382673,0.000008996651,0.0002063719,0.00002785333,0.000006202816,0.00007631242,0.0003110141,0.00002129122,0.00003598207,0.02360612,0.9678901,0.007795827],"study_design_scores_gemma":[0.00001019225,0.000005400762,0.0001436833,0.0001354767,0.000006075739,0.000093916,0.001798723,0.00003246443,0.00003702519,0.01721826,0.9804962,0.00002257843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000142261,0.00330976,0.0002020083,0.9653168,0.02272317,0.000002888074,0.00002305862,0.00002589855,0.008254184],"genre_scores_gemma":[0.01344606,0.007456112,0.0009412715,0.869392,0.01772427,0.00001825176,0.00006287625,0.0001195226,0.09083962],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1306955,"threshold_uncertainty_score":0.2598696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057393836391624,"score_gpt":0.2035721156476026,"score_spread":0.1929981772836864,"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."}}