{"id":"W2088367598","doi":"10.1080/0361526x.2011.591577","title":"Our Friends Are Killing Us","year":2011,"lang":"en","type":"article","venue":"The Serials Librarian","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Purchasing; Business; Internet privacy; Advertising; Marketing; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002674658,0.0009414084,0.0005637648,0.00120574,0.0175039,0.008460103,0.0008643068,0.00401802,0.127383],"category_scores_gemma":[0.01135382,0.0003643582,0.0007121761,0.001275564,0.005544656,0.007940469,0.006059937,0.008396644,0.07039654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002072844,"about_ca_system_score_gemma":0.003090099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009571488,"about_ca_topic_score_gemma":0.02020935,"domain_scores_codex":[0.9964489,0.001164743,0.00009085375,0.0003518453,0.001163556,0.0007801381],"domain_scores_gemma":[0.9940982,0.0006469096,0.0004931537,0.0007372796,0.001810919,0.002213657],"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":[0.00003838606,0.00004393896,0.002058953,0.00005235936,0.00001540617,0.0005940575,0.007891166,0.00002346144,0.0002391468,0.01892768,0.9171346,0.05298084],"study_design_scores_gemma":[0.000002071506,0.00001768861,0.0003944044,0.00006754474,0.000005598735,0.0006272684,0.006883863,0.00001210067,0.00008640793,0.001561465,0.9903311,0.00001050955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0208757,0.01496077,0.00317578,0.3192967,0.02398222,0.00007281519,0.0003545226,0.00117221,0.6161092],"genre_scores_gemma":[0.07128371,0.00578344,0.001857291,0.09051926,0.002540345,0.00005201029,0.0002037841,0.0005362345,0.8272238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.127383,"threshold_uncertainty_score":0.4261386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05764629566138783,"score_gpt":0.2123932133436141,"score_spread":0.1547469176822262,"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."}}