{"id":"W4239085400","doi":"10.1190/tle25060686.1","title":"A column by Lee Lawyer with stories about geophysics and geophysicists","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Voting; Citation; Column (typography); Order (exchange); Political science; Library science; Law; Computer science; Telecommunications; World Wide Web; Business; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.001443096,0.0005117048,0.000282919,0.000871925,0.005548188,0.006405038,0.000855147,0.003751261,0.06993275],"category_scores_gemma":[0.008811967,0.0003366368,0.0003076386,0.001306577,0.00177694,0.005287465,0.002626131,0.007192449,0.02174059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335982,"about_ca_system_score_gemma":0.002273877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009558325,"about_ca_topic_score_gemma":0.031492,"domain_scores_codex":[0.9988105,0.0004608601,0.00003432762,0.00012813,0.0003850457,0.000181146],"domain_scores_gemma":[0.9943739,0.001976328,0.0003152582,0.0002086889,0.0009752273,0.002150531],"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":[0.000002667787,0.000006495004,0.00008148343,0.00000950483,5.579894e-7,0.00003238082,0.0002282857,0.000001910039,0.00001260797,0.0004515214,0.9961601,0.003012466],"study_design_scores_gemma":[0.000002125333,0.000009614491,0.0004086295,0.00008482506,9.788308e-7,0.00006412029,0.002407881,0.00001126603,0.00002994161,0.0003986363,0.9965768,0.000005156292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001480511,0.01062965,0.000301189,0.8426441,0.04359586,0.00004409397,0.0005206933,0.0002083007,0.1005756],"genre_scores_gemma":[0.01749006,0.01095331,0.0004664502,0.3808744,0.01808622,0.00008989008,0.000491121,0.0002566586,0.5712918],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06993275,"threshold_uncertainty_score":0.2339484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0081663097784675,"score_gpt":0.244936417653437,"score_spread":0.2367701078749695,"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."}}