{"id":"W2749155004","doi":"10.33137/pbsc.v41i2.18348","title":"<i>The Bedford Researcher. An Integrated Text, CD-ROM, and Web Site</i>, by Mike Palmquist [brief notice]","year":2003,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Notice; CD-ROM; Web site; World Wide Web; Library science; Computer science; Political science; The Internet; Operating system; Law","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001206932,0.0002100803,0.0003339123,0.0003371007,0.0009859861,0.0000728912,0.0006146738,0.00009768187,0.0008655678],"category_scores_gemma":[0.0001765688,0.0001218662,0.0002691284,0.002337329,0.004553821,0.0001610701,0.00005959485,0.0003739207,5.783113e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000581193,"about_ca_system_score_gemma":0.0005840617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07979711,"about_ca_topic_score_gemma":0.7212476,"domain_scores_codex":[0.9975258,0.0001805272,0.0003758194,0.0003023603,0.001131407,0.0004840864],"domain_scores_gemma":[0.9985321,0.0002629627,0.0001803758,0.0004273182,0.0002760708,0.0003211693],"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":[0.00003004331,0.0001020825,0.001050948,0.00007442018,0.0001148628,0.0000013751,0.005198047,0.000002242692,0.04293955,0.01025318,0.9394782,0.0007550161],"study_design_scores_gemma":[0.0004281609,0.0001709376,0.004937571,0.00005612101,0.00005723499,0.00000234907,0.004000525,0.00003992623,0.000135359,0.0001708891,0.9898354,0.0001654907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998466,0.006250747,0.000001771981,0.01836044,0.0005865268,0.000486761,0.000337947,0.00003631493,0.07409294],"genre_scores_gemma":[0.9893863,0.001257431,0.00007899586,0.002999729,0.00008486546,0.00000952529,0.00001345271,0.0000181676,0.006151583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6414505,"threshold_uncertainty_score":0.9981552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01655400389095805,"score_gpt":0.2209781878684033,"score_spread":0.2044241839774452,"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."}}