{"id":"W4402452986","doi":"10.29173/cais1865","title":"Imagining Future Human-centred AI","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Space Science and Extraterrestrial Life","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002789747,0.0002344386,0.0003342764,0.0001176166,0.0001521641,0.003408395,0.001097826,0.00007361508,0.0001531612],"category_scores_gemma":[0.0004290909,0.0001695945,0.0002216182,0.000458391,0.0003009342,0.006937998,0.0002840497,0.0003338295,0.00001189902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002282159,"about_ca_system_score_gemma":0.0002781852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003340744,"about_ca_topic_score_gemma":0.000003560759,"domain_scores_codex":[0.9985246,0.00001215511,0.0003648479,0.0003297928,0.0003635329,0.0004050381],"domain_scores_gemma":[0.9912434,0.00004294419,0.0002519537,0.0001443596,0.008201927,0.0001154119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001212879,0.0002368817,0.300015,0.0004115085,0.0003309023,0.000003357676,0.07692357,0.00001164663,0.1475997,0.4106436,0.04285752,0.02084501],"study_design_scores_gemma":[0.001832727,0.0005386457,0.04844932,0.001920643,0.0004470075,0.00002320817,0.06035483,0.002163324,0.2207012,0.07911825,0.5830187,0.001432235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624662,0.000233881,0.00003005738,0.006152262,0.0006253656,0.0002230803,0.0001409667,0.00005881365,0.03006934],"genre_scores_gemma":[0.9978662,0.00001067593,0.0001044461,0.0001121272,0.0008716328,0.00001409206,0.000006715662,0.00001973798,0.0009943454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5401611,"threshold_uncertainty_score":0.9976262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02172186059063328,"score_gpt":0.2709332065442651,"score_spread":0.2492113459536318,"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."}}