{"id":"W3043299009","doi":"10.33137/ijidi.v4i2.33349","title":"Beyond Guilt Trips","year":2020,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"TRIPS architecture; Psychology; Transport engineering; Engineering","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":[0.001248967,0.0005284557,0.000855862,0.002803189,0.001032649,0.003475358,0.001333671,0.002245177,0.108584],"category_scores_gemma":[0.007700739,0.0003250938,0.0004282028,0.003523392,0.001205931,0.003209903,0.001470104,0.003586876,0.0423376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002419704,"about_ca_system_score_gemma":0.004406506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006647826,"about_ca_topic_score_gemma":0.01431497,"domain_scores_codex":[0.9990397,0.0001618164,0.00003254896,0.00008842478,0.0005889392,0.00008856276],"domain_scores_gemma":[0.9964855,0.001437349,0.0001974134,0.0001477034,0.001408892,0.0003231443],"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":[0.000007889747,0.00001010316,0.00002639867,0.0003966987,0.000004008114,0.00003110526,0.00003936722,0.00005165715,0.00002105522,0.004273526,0.9119219,0.08321636],"study_design_scores_gemma":[0.000002344046,0.000004416397,0.0000693122,0.0005960672,0.000002922776,0.00006658777,0.00003586448,0.000009522147,0.00001276487,0.001218525,0.9979789,0.000002817567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0004429636,0.6549923,0.001055116,0.07646561,0.04618252,0.00008083478,0.0008013535,0.0001831077,0.2197962],"genre_scores_gemma":[0.003980463,0.4877289,0.0009569484,0.02827392,0.01946324,0.0001193316,0.0008239409,0.0001927705,0.4584604],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.108584,"threshold_uncertainty_score":0.3632496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058253275072942,"score_gpt":0.2904392960871495,"score_spread":0.25985676333642,"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."}}