{"id":"W2897478365","doi":"10.3828/indexer.2015.14","title":"Politics and the art of indexing: teamwork in a legislative environment","year":2015,"lang":"en","type":"article","venue":"The Indexer","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Politics; Teamwork; Legislature; Search engine indexing; Political science; Computer science; World Wide Web; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001066535,0.00005032597,0.00008745884,0.00003001972,0.0001197805,0.0001547668,0.0002343057,0.00002160236,0.00003569961],"category_scores_gemma":[0.0001044104,0.00002547154,0.0000170761,0.00001889974,0.0005460441,0.0002325127,0.0001079803,0.000229236,0.00001325584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002442192,"about_ca_system_score_gemma":0.00002414972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000711136,"about_ca_topic_score_gemma":0.0002929567,"domain_scores_codex":[0.9993976,0.0001820698,0.0001355222,0.00005278854,0.0001444544,0.00008756581],"domain_scores_gemma":[0.9994088,0.0001963126,0.00006627238,0.0002815677,0.00002578748,0.00002124159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003266316,0.0000321656,0.002045984,0.000001807434,0.00001441776,2.012874e-7,0.2562568,0.00002811277,0.000002088782,0.7368248,0.004380715,0.0003802984],"study_design_scores_gemma":[0.001353899,0.00004195769,0.003335783,0.00003625817,0.00001932099,0.000001783893,0.02368558,0.0004027895,0.0000220511,0.1312935,0.839705,0.0001020399],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5003893,0.001002676,0.0000295472,0.01557056,0.0001691705,0.0002631499,0.000006953227,0.00001726856,0.4825514],"genre_scores_gemma":[0.990692,0.00002269298,0.00001866765,0.0002602882,0.00007095217,0.00001032251,0.000002136407,0.000004622517,0.008918339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8353243,"threshold_uncertainty_score":0.2011922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05426317997580947,"score_gpt":0.22600989813422,"score_spread":0.1717467181584105,"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."}}