{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005450448,0.0001350363,0.0001189882,0.00004207417,0.0003211616,0.0001267827,0.0007777954,0.00004675658,0.000054174],"category_scores_gemma":[0.0002683869,0.0001190994,0.00001890983,0.0003564722,0.0001253465,0.0005195944,0.0003794947,0.0001235017,0.000007622144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006640596,"about_ca_system_score_gemma":0.0004025222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1553113,"about_ca_topic_score_gemma":0.1133653,"domain_scores_codex":[0.9982641,0.00003503716,0.0001424066,0.0004275175,0.0003933742,0.0007376195],"domain_scores_gemma":[0.9989085,0.00006625837,0.00006753594,0.0005157123,0.00006497491,0.0003769874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001959175,0.0003090727,0.3681356,0.0002503758,0.00005205999,0.0006693126,0.006729896,0.000128685,0.04290879,0.1002285,0.2446645,0.2359037],"study_design_scores_gemma":[0.0001648336,0.00002617112,0.126592,0.00001985701,0.000003895724,0.0001678028,0.0001283506,0.004225849,0.004709254,0.0008817901,0.8626704,0.0004097395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8322979,0.002221408,0.05424503,0.02171986,0.00538978,0.0003506481,0.00002399741,0.0002383917,0.08351298],"genre_scores_gemma":[0.9838609,0.00001232423,0.004603186,0.001902682,0.0001041805,0.00000682682,0.000001147671,0.000001932668,0.00950681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6180059,"threshold_uncertainty_score":0.9028134,"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."}}