{"id":"W7053385323","doi":"","title":"Terri Greer places curled photographs in humidification tray while Elizabeth Piwkowski writes a note","year":2020,"lang":"en","type":"article","venue":"EngagedScholarship @ Cleveland State University (Cleveland State University)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tray; Stack (abstract data type); Curling; Quarter (Canadian coin); Style (visual arts)","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"],"consensus_categories":[],"category_scores_codex":[0.0005131058,0.0004840249,0.0004812154,0.0007655115,0.0006171414,0.0001437569,0.0007680931,0.0002240562,0.0001294486],"category_scores_gemma":[0.00005336699,0.0005739818,0.0001749913,0.001948327,0.0001414484,0.001167397,0.0001173689,0.001456584,0.0001119452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002988639,"about_ca_system_score_gemma":0.0001227067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002488962,"about_ca_topic_score_gemma":0.001061936,"domain_scores_codex":[0.9973292,0.0005333857,0.0003526005,0.000711404,0.000361168,0.000712187],"domain_scores_gemma":[0.9984661,0.0003370423,0.0001230254,0.000394939,0.000135386,0.0005435303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008432673,0.002595302,0.2995904,0.002311864,0.003112351,0.008327378,0.3036652,0.1141191,0.1628114,0.007221597,0.03527485,0.05253781],"study_design_scores_gemma":[0.0224518,0.0006424164,0.1612043,0.0003708277,0.0005173376,0.00003436235,0.02368337,0.04774397,0.01836174,0.001535686,0.7183565,0.005097717],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549702,0.0001062793,0.03286942,0.0003597261,0.0001412746,0.0007577372,0.001004122,0.0007655995,0.009025577],"genre_scores_gemma":[0.9938087,0.001038657,0.001408836,0.0001047062,0.00003551055,0.00000132574,0.0002420383,0.00006121326,0.003298945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6830816,"threshold_uncertainty_score":0.9996712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907969147257192,"score_gpt":0.1930884955733966,"score_spread":0.1640088041008247,"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."}}