{"id":"W4386362419","doi":"10.33137/ijidi.v7i1/2.41079","title":"A Whole New Information World","year":2023,"lang":"en","type":"article","venue":"The International Journal of Information Diversity & Inclusion (IJIDI)","topic":"AI in Service Interactions","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Metadata; Field (mathematics); World Wide Web; Computer science; Knowledge base; Data science; Library science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003755761,0.0005515327,0.0007674409,0.00398642,0.00778911,0.02780047,0.001555967,0.004649349,0.0312067],"category_scores_gemma":[0.007992378,0.0004844934,0.0007595432,0.004059447,0.01671153,0.05186211,0.01670993,0.007109443,0.007831594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003556068,"about_ca_system_score_gemma":0.003691925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744544,"about_ca_topic_score_gemma":0.002577159,"domain_scores_codex":[0.9958556,0.001437432,0.0001806907,0.000628854,0.001486022,0.0004112735],"domain_scores_gemma":[0.9936962,0.002401591,0.0003238714,0.00142126,0.0008102204,0.001346926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001725965,0.00001874681,0.0003348735,0.0001991473,0.00001985174,0.0002012409,0.01353291,0.0001135561,0.0004160957,0.8096281,0.1273241,0.0481942],"study_design_scores_gemma":[0.000001356381,0.000006127584,0.00009175021,0.0001328695,0.000002981605,0.000134356,0.003065511,0.0000643426,0.00004993408,0.05114961,0.9452927,0.000008352506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00931944,0.03743808,0.02077419,0.2062644,0.01489364,0.00007570403,0.0004209329,0.0007025541,0.7101111],"genre_scores_gemma":[0.3572784,0.07287898,0.02841807,0.1043803,0.03435031,0.000353687,0.001104543,0.001505815,0.3997299],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0312067,"threshold_uncertainty_score":0.1043968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01666474810059687,"score_gpt":0.2553413093749705,"score_spread":0.2386765612743736,"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."}}