{"id":"W3197222642","doi":"10.1017/pls.2021.23","title":"Tie my hands loosely","year":2021,"lang":"en","type":"article","venue":"Politics and the Life Sciences","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Internet privacy; Content (measure theory); Computer science; World Wide Web; Computer security","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009072023,0.001954955,0.001295141,0.002639747,0.01574649,0.02170552,0.002364846,0.008809177,0.2010625],"category_scores_gemma":[0.06710898,0.001321036,0.001371762,0.00147084,0.0124794,0.02239234,0.01873779,0.02035395,0.229684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003229442,"about_ca_system_score_gemma":0.00416096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00316988,"about_ca_topic_score_gemma":0.004853844,"domain_scores_codex":[0.9898376,0.003341686,0.0003522731,0.001868985,0.002808771,0.001790634],"domain_scores_gemma":[0.9791062,0.004637212,0.001324606,0.003255767,0.005552277,0.006123835],"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":[0.00007304468,0.00004376957,0.0005622021,0.000116274,0.00003610753,0.000411746,0.00884736,0.00007008926,0.0005689939,0.08781662,0.8424923,0.05896153],"study_design_scores_gemma":[0.00001059849,0.00002223345,0.0001601697,0.0003240378,0.00001051543,0.0002594568,0.005375536,0.00007320039,0.0001940497,0.03461495,0.9589216,0.00003362406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003747676,0.004933863,0.04754833,0.4331551,0.06597771,0.0002040321,0.0004385017,0.00228664,0.4417081],"genre_scores_gemma":[0.05499316,0.00421202,0.01877694,0.1822064,0.01898009,0.0003810838,0.000381709,0.004586675,0.7154818],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9973602,"threshold_uncertainty_score":0.6726209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6056489886481925,"score_gpt":0.5695863811963155,"score_spread":0.03606260745187695,"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."}}