{"id":"W6994983132","doi":"","title":"!a_waste_of_time","year":2006,"lang":"en","type":"other","venue":"UA Campus Repository (The University of Arizona)","topic":"","field":"","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016883,0.0005241965,0.000681456,0.0005248793,0.0004237952,0.00003115395,0.00149753,0.0006218085,0.001002343],"category_scores_gemma":[0.00001651372,0.0005221922,0.0005100439,0.0003374789,0.001280233,0.00009195738,0.0003759634,0.0005390048,0.002967974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003200556,"about_ca_system_score_gemma":0.0002410928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006067384,"about_ca_topic_score_gemma":0.0008934815,"domain_scores_codex":[0.9976026,0.000242755,0.000248042,0.0006749739,0.0007773104,0.0004542862],"domain_scores_gemma":[0.9971391,0.00009503595,0.001028395,0.001474798,0.0001177281,0.0001449641],"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":[0.00007838973,0.0001672554,0.0003119248,0.00008583457,0.0004219679,0.0003118287,0.0001954138,0.000101517,0.002785325,0.0002308343,0.9949872,0.0003225104],"study_design_scores_gemma":[0.0008386103,0.00008852087,0.0008065009,0.0002871845,0.0004796117,0.00008084331,0.0002318893,0.00004514435,0.0003739618,0.00002787399,0.996205,0.000534844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007317299,0.0008330652,0.00007618605,0.00007219423,0.0008211821,0.0005401495,0.0001472276,0.0006242192,0.9961541],"genre_scores_gemma":[0.003297112,0.00001165924,0.001122597,0.00001477114,0.0005305944,2.767802e-7,0.0001037092,0.0007295399,0.9941897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.005173902,"threshold_uncertainty_score":0.9999109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003527748368948351,"score_gpt":0.1617521001821497,"score_spread":0.1582243518132014,"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."}}