{"id":"W6903503816","doi":"10.13016/m2derw-iikr","title":"The Bottom Line Vol. 64 No. 16, February 27, 2013","year":2013,"lang":"en","type":"other","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Line (geometry); Reflection (computer programming); Tilt (camera); Noise (video)","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.001243341,0.00230272,0.002504364,0.0008535964,0.001713507,0.01821129,0.01633532,0.001703948,0.04223612],"category_scores_gemma":[0.0006694745,0.00168489,0.0006916581,0.00105562,0.0009445936,0.002912804,0.008265143,0.002408161,0.05617356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007312423,"about_ca_system_score_gemma":0.001338113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09258752,"about_ca_topic_score_gemma":0.006812353,"domain_scores_codex":[0.9890313,0.001334033,0.002453727,0.003052143,0.001927702,0.002201053],"domain_scores_gemma":[0.9878304,0.0007316596,0.003375816,0.005621545,0.001359834,0.00108072],"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":[0.0005130325,0.0003235405,0.008873611,0.00026746,0.001215838,0.000374659,0.00004035449,0.00000673114,0.000411783,0.00006657106,0.9870071,0.0008993251],"study_design_scores_gemma":[0.002570976,0.0001478161,0.005542446,0.001048401,0.0004641692,0.0001671985,0.00004445344,0.0003212395,0.0005099136,0.0001062697,0.986647,0.002430081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007012375,0.01434834,0.00003211308,0.0006889525,0.01294693,0.008487012,0.002184475,0.00145803,0.9591529],"genre_scores_gemma":[0.0009532787,0.001523007,0.0003991851,0.001006219,0.005484227,0.002459201,0.002518199,0.003951844,0.9817048],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08577517,"threshold_uncertainty_score":0.9998933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076737919595182,"score_gpt":0.3117967263714856,"score_spread":0.2810293471755339,"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."}}