{"id":"W7101167882","doi":"","title":"OPEN","year":2004,"lang":"en","type":"article","venue":"","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Field (mathematics); Work (physics); Government (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003116088,0.00002214978,0.00002748262,0.000009869072,0.0000165115,0.0002835507,0.0009359832,0.000005756807,0.00001645121],"category_scores_gemma":[0.000007030359,0.00001612342,0.000008073562,0.00008260189,0.000005847341,0.0007820764,0.0005004901,0.00001212189,0.0009048256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005732067,"about_ca_system_score_gemma":0.00002469909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002385579,"about_ca_topic_score_gemma":0.000004724578,"domain_scores_codex":[0.9997573,0.000001536802,0.00003331239,0.0000875485,0.00005240125,0.0000678831],"domain_scores_gemma":[0.9997929,0.00000545284,0.000004847015,0.000145756,0.000007815143,0.00004317889],"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":[1.688199e-7,0.00002353697,0.00002921011,2.673357e-7,6.210528e-7,0.00000334089,0.00005621383,0.000002220032,0.00004928121,0.9709588,0.0007651239,0.02811127],"study_design_scores_gemma":[0.0008933175,0.0002779878,0.002756919,0.00001396272,7.103022e-7,0.00002249215,0.00002348037,0.0004673906,0.03020833,0.749505,0.2155959,0.0002345067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007611491,0.000003057666,0.3084127,0.002785976,0.0001747175,0.00005564948,6.191964e-8,0.00008868469,0.6808677],"genre_scores_gemma":[0.9533677,4.48333e-7,0.04159019,0.001740771,0.00001390363,0.000003547003,1.49811e-7,0.000001174281,0.003282134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9457562,"threshold_uncertainty_score":0.9998731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741271475484645,"score_gpt":0.3170250527128003,"score_spread":0.2796123379579539,"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."}}