{"id":"W7042530454","doi":"","title":"Poster from Prince George's Community College","year":2012,"lang":"en","type":"other","venue":"VTechWorks (Virginia Tech)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Community college; Work (physics); Community practice; Key (lock)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001290052,0.001772812,0.001774473,0.001334066,0.0004752849,0.0001576394,0.003514024,0.00342546,0.04035111],"category_scores_gemma":[0.0002219423,0.00179801,0.0004837223,0.001433103,0.0007016897,0.0002900388,0.001962086,0.005767405,0.07316263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005980848,"about_ca_system_score_gemma":0.000191392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541797,"about_ca_topic_score_gemma":0.003424574,"domain_scores_codex":[0.9938157,0.001159057,0.0009529291,0.001089809,0.001159932,0.001822559],"domain_scores_gemma":[0.9916202,0.0005217894,0.001244882,0.005870697,0.0001200815,0.0006223695],"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":[0.0001148542,0.0006990842,0.001584362,0.0001021472,0.0005066989,0.00006298081,0.000214947,5.797702e-7,0.001031416,0.001080631,0.9922243,0.002378032],"study_design_scores_gemma":[0.001261956,0.0000687541,0.002335594,0.001376603,0.0003631019,0.00003546998,0.0001202896,0.000006090326,0.0006314584,0.0007102326,0.9910574,0.002033055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00141512,0.004292243,0.0002351716,0.0002531185,0.001887761,0.002268246,0.01559226,0.008173786,0.9658823],"genre_scores_gemma":[0.03320685,0.0001731414,0.005643882,0.0005771447,0.002070142,0.0003172682,0.00240924,0.008926039,0.9466763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03281152,"threshold_uncertainty_score":0.9995018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01605964917447508,"score_gpt":0.247860656228351,"score_spread":0.231801007053876,"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."}}