{"id":"W6962679587","doi":"10.17605/osf.io/hv34x","title":"ASI Sprint Report Series","year":2024,"lang":"en","type":"article","venue":"UvA-DARE (University of Amsterdam)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universiteit van Amsterdam","keywords":"Sprint; Series (stratigraphy); Research center; Research centre; Internet research","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01587328,0.002422898,0.001329023,0.006252801,0.003140221,0.01264123,0.004726478,0.004041894,0.4235224],"category_scores_gemma":[0.03609755,0.0009717798,0.001665134,0.00531494,0.001033693,0.006615975,0.005967331,0.00388363,0.4436035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004708124,"about_ca_system_score_gemma":0.01613011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025829,"about_ca_topic_score_gemma":0.006115224,"domain_scores_codex":[0.9853784,0.001505528,0.001089313,0.001135834,0.009729058,0.001161969],"domain_scores_gemma":[0.9575173,0.004362201,0.001785928,0.003831082,0.02757496,0.004928566],"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":[0.00002635432,0.00003596534,0.00006800782,0.0001238737,0.000001722531,0.00001623173,0.0000390606,0.00003325416,0.00009167131,0.001213745,0.9827969,0.01555333],"study_design_scores_gemma":[0.00000509465,0.00002407205,0.0003227286,0.0001455649,0.000001586976,0.00002012928,0.00006107721,0.00002309486,0.0001144654,0.0003899179,0.998886,0.000006331633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001547252,0.005069102,0.003678282,0.02192422,0.07983674,0.003304258,0.08066702,0.004254158,0.799719],"genre_scores_gemma":[0.004757996,0.005360695,0.003220892,0.003634423,0.01155865,0.003659799,0.07330159,0.003456619,0.8910493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4235224,"threshold_uncertainty_score":0.8222753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122348911978337,"score_gpt":0.2212278566496696,"score_spread":0.2100043675298863,"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."}}