{"id":"W7093958915","doi":"","title":"!a_waste_of_time","year":2016,"lang":"en","type":"article","venue":"UA Campus Repository (The University of Arizona)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Convention; Work (physics); Quarter (Canadian coin)","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":[0.003551694,0.001104904,0.0008288508,0.00191616,0.008050023,0.01232575,0.001572483,0.004358265,0.407847],"category_scores_gemma":[0.01042138,0.0006914545,0.001002098,0.001554597,0.002279707,0.009036824,0.005215213,0.006574718,0.3606123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002480772,"about_ca_system_score_gemma":0.003947208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171425,"about_ca_topic_score_gemma":0.01505841,"domain_scores_codex":[0.9961178,0.000666017,0.0001477401,0.0004531056,0.002006203,0.0006091268],"domain_scores_gemma":[0.9885067,0.001089912,0.0003211377,0.001915687,0.005529185,0.002637479],"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":[0.0000441377,0.00003910921,0.0001966449,0.00004800277,0.000005447522,0.00006097879,0.0002838649,0.00004124481,0.0005507409,0.006289563,0.9309372,0.06150313],"study_design_scores_gemma":[0.000006174771,0.00001834488,0.0002936754,0.00005346019,0.000002889336,0.00005452375,0.000568889,0.00004344177,0.0001602582,0.00162628,0.9971586,0.00001343623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004459059,0.003455106,0.009936567,0.3357187,0.07241133,0.0001407195,0.001883702,0.007771184,0.5642236],"genre_scores_gemma":[0.01204574,0.001470506,0.003399901,0.04701826,0.003802895,0.00007461166,0.0007097723,0.001699866,0.9297785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.407847,"threshold_uncertainty_score":0.8446343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004996792475688591,"score_gpt":0.1718698231542194,"score_spread":0.1668730306785308,"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."}}