{"id":"W4287736193","doi":"10.1145/3545196.3545199","title":"Interview with Luc Beaudoin","year":2022,"lang":"en","type":"article","venue":"ACM SIGWEB Newsletter","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Hypertext; Perspective (graphical); Cognition; Hook; Computer science; World Wide Web; Library science; Psychology; Artificial intelligence; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003699134,0.0005760116,0.0007474843,0.0008886,0.01088742,0.003042942,0.0008375834,0.004583459,0.02546062],"category_scores_gemma":[0.01146514,0.0005718136,0.0002894916,0.001012175,0.00285603,0.003729376,0.002220829,0.01068542,0.008021084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006956641,"about_ca_system_score_gemma":0.005547849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0477795,"about_ca_topic_score_gemma":0.06082414,"domain_scores_codex":[0.9976196,0.0009652845,0.00004961413,0.0002608973,0.0005643383,0.0005403268],"domain_scores_gemma":[0.9950889,0.00154249,0.0002009101,0.00008395476,0.001283428,0.001800354],"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":[0.00002034047,0.00002930788,0.0006570052,0.00003778014,0.000001684959,0.0004567525,0.01136851,0.00003434289,0.0001377193,0.002794113,0.9777189,0.006743564],"study_design_scores_gemma":[0.000003737422,0.00002132247,0.001117227,0.00009975249,0.000001097663,0.0004228514,0.0276997,0.00004817169,0.0000523917,0.0004964632,0.9700171,0.00002009405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01172098,0.009470737,0.000519435,0.8990219,0.01069714,0.0001162323,0.0003682767,0.0001382491,0.06794711],"genre_scores_gemma":[0.1096918,0.006190282,0.0009693351,0.6330865,0.003217217,0.0004215861,0.000260434,0.0002694879,0.2458933],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0477795,"threshold_uncertainty_score":0.09500277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877979328133698,"score_gpt":0.2328792761750062,"score_spread":0.2040994828936692,"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."}}