{"id":"W4313118024","doi":"10.15173/russell.v41i2.5049","title":"Recent Acquisitions: 2020–21","year":2022,"lang":"en","type":"article","venue":"Russell the Journal of Bertrand Russell Studies","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001061564,0.0005530371,0.0002505269,0.002172056,0.001571024,0.007182817,0.0008564763,0.002262725,0.1810711],"category_scores_gemma":[0.003265107,0.0003169441,0.0002748566,0.00189257,0.000612597,0.003301277,0.001985029,0.00196325,0.06413074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004451578,"about_ca_system_score_gemma":0.004544138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02068423,"about_ca_topic_score_gemma":0.04196785,"domain_scores_codex":[0.9988922,0.00006908039,0.00004755802,0.0001146303,0.0006481515,0.0002283898],"domain_scores_gemma":[0.9980908,0.0001635909,0.0001412344,0.00009881271,0.0009258897,0.000579641],"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":[0.00009363797,0.00008713447,0.002736557,0.000153373,0.000007852788,0.0001523429,0.0001332883,0.0001546307,0.0004975938,0.03169505,0.8809521,0.08333648],"study_design_scores_gemma":[0.000005691198,0.00002401588,0.005272232,0.00003505879,0.000002569264,0.00006632648,0.0001507196,0.0001127053,0.000432984,0.001588424,0.9922954,0.00001391357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01128312,0.001910955,0.0005929315,0.01112401,0.002973827,0.00006912916,0.01162875,0.0007324681,0.9596848],"genre_scores_gemma":[0.04338019,0.001175426,0.0005450749,0.002209765,0.000611102,0.00005325846,0.005491925,0.0002296796,0.9463035],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1810711,"threshold_uncertainty_score":0.6057431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144895487051181,"score_gpt":0.2650843345977157,"score_spread":0.2436353797272039,"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."}}